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Current File : C:/wwwroot/shujupai.cn/wp-content/plugins/jingcaizuqiu/includes/predictor.php
<?php

if (!defined('ABSPATH')) {
    exit;
}

require_once JCZP_PLUGIN_DIR . 'includes/api.php';

class JCZP_Predictor {
    
    private $api;
    
    public function __construct() {
        $this->api = new JCZP_API();
    }
    
    public function get_today_matches() {
        $matches = $this->api->get_today_matches();
        $this->predict_matches($matches);
        return $matches;
    }
    
    private function predict_matches(&$matches) {
        foreach ($matches as &$match) {
            $probabilities = $this->calculate_probabilities($match);
            
            $result = $this->make_prediction($probabilities);
            
            $match['prediction'] = $result;
            $match['confidence'] = $this->calculate_confidence($probabilities, $result);
        }
    }
    
    private function calculate_probabilities($match) {
        $home_advantage = 15;
        $home_strength = $match['home_rating'] + $home_advantage;
        $away_strength = $match['away_rating'];
        
        $home_win_prob = $home_strength / ($home_strength + $away_strength);
        $away_win_prob = $away_strength / ($home_strength + $away_strength);
        $draw_prob = 0.25 + (0.1 * abs($home_strength - $away_strength) / 30);
        
        $total = $home_win_prob + $away_win_prob + $draw_prob;
        $home_win_prob /= $total;
        $away_win_prob /= $total;
        $draw_prob /= $total;
        
        return array(
            'home_win' => $home_win_prob,
            'draw' => $draw_prob,
            'away_win' => $away_win_prob
        );
    }
    
    private function make_prediction($probabilities) {
        $max_prob = max($probabilities);
        
        if ($max_prob === $probabilities['home_win']) {
            return '胜';
        } elseif ($max_prob === $probabilities['away_win']) {
            return '负';
        } else {
            return '平';
        }
    }
    
    private function calculate_confidence($probabilities, $result) {
        switch ($result) {
            case '胜':
                $confidence = min(95, ($probabilities['home_win'] - 0.33) * 200);
                break;
            case '负':
                $confidence = min(95, ($probabilities['away_win'] - 0.33) * 200);
                break;
            case '平':
                $confidence = min(90, ($probabilities['draw'] - 0.25) * 200);
                break;
            default:
                $confidence = 50;
        }
        return round($confidence, 1);
    }
}

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