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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154608  45.013%  (97.953% of non-spam corpus)
# Correctly spam:      72392  21.076%  (38.997% of spam corpus)
# False positives:      3231  0.941%  (2.047% of nonspam, 114140 weighted)
# False negatives:    113244  32.970%  (61.003% of spam, 250311 weighted)
# Average score for spam:  6.4    nonspam: 0.9
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              343475  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19437  97.79%
# Correctly spam:       9157  39.31%
# False positives:       440  2.21%
# False negatives:     14136  60.69%
# TCR(l=50): 0.644593  SpamRecall: 39.312%  SpamPrec: 95.415%

##### 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: 154466  97.86%
# Correctly spam:      44197  23.81%
# False positives:      3373  2.14%
# False negatives:    141439  76.19%
# TCR(l=50): 0.598654  SpamRecall: 23.808%  SpamPrec: 92.909%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19465  97.93%
# Correctly spam:       5560  23.87%
# False positives:       412  2.07%
# False negatives:     17733  76.13%
# TCR(l=50): 0.607649  SpamRecall: 23.870%  SpamPrec: 93.101%