##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162313  35.528%  (99.526% of non-spam corpus)
# Correctly spam:     290700  63.630%  (98.954% of spam corpus)
# False positives:       773  0.169%  (0.474% of nonspam, 102612 weighted)
# False negatives:      3074  0.673%  (1.046% of spam,   5966 weighted)
# Average score for spam:  28.7    nonspam: -1.8
# Average for false-pos:   7.4  false-neg: 1.9
# TOTAL:              456860  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20470  99.57%
# Correctly spam:      36307  98.97%
# False positives:        88  0.43%
# False negatives:       378  1.03%
# TCR(l=50): 7.677899  SpamRecall: 98.970%  SpamPrec: 99.758%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 162855  99.86%
# Correctly spam:     286798  97.63%
# False positives:       231  0.14%
# False negatives:      6976  2.37%
# TCR(l=50): 15.857390  SpamRecall: 97.625%  SpamPrec: 99.920%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20524  99.83%
# Correctly spam:      35834  97.68%
# False positives:        34  0.17%
# False negatives:       851  2.32%
# TCR(l=50): 14.380635  SpamRecall: 97.680%  SpamPrec: 99.905%