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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 750482  52.795%  (98.890% of non-spam corpus)
# Correctly spam:     567680  39.935%  (85.674% of spam corpus)
# False positives:      8421  0.592%  (1.110% of nonspam, 587895 weighted)
# False negatives:     94928  6.678%  (14.326% of spam, 205845 weighted)
# Average score for spam:  15.1    nonspam: -1.3
# Average for false-pos:   8.0  false-neg: 2.2
# TOTAL:              1421511  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  93526  98.82%
# Correctly spam:      70937  85.81%
# False positives:      1117  1.18%
# False negatives:     11727  14.19%
# TCR(l=50): 1.223256  SpamRecall: 85.814%  SpamPrec: 98.450%

##### 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: 754277  99.39%
# Correctly spam:     400403  60.43%
# False positives:      4626  0.61%
# False negatives:    262205  39.57%
# TCR(l=50): 1.342657  SpamRecall: 60.428%  SpamPrec: 98.858%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94043  99.37%
# Correctly spam:      49878  60.34%
# False positives:       600  0.63%
# False negatives:     32786  39.66%
# TCR(l=50): 1.316599  SpamRecall: 60.338%  SpamPrec: 98.811%