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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 196105  23.398%  (99.744% of non-spam corpus)
# Correctly spam:     173441  20.694%  (27.036% of spam corpus)
# False positives:       504  0.060%  (0.256% of nonspam, 100252 weighted)
# False negatives:    468075  55.848%  (72.964% of spam, 837729 weighted)
# Average score for spam:  4.3    nonspam: -0.1
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              838125  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24502  99.70%
# Correctly spam:      21660  27.06%
# False positives:        73  0.30%
# False negatives:     58395  72.94%
# TCR(l=50): 1.290273  SpamRecall: 27.056%  SpamPrec: 99.664%

##### 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: 196326  99.86%
# Correctly spam:     115572  18.02%
# False positives:       283  0.14%
# False negatives:    525944  81.98%
# TCR(l=50): 1.187786  SpamRecall: 18.015%  SpamPrec: 99.756%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24535  99.84%
# Correctly spam:      14374  17.96%
# False positives:        40  0.16%
# False negatives:     65681  82.04%
# TCR(l=50): 1.182828  SpamRecall: 17.955%  SpamPrec: 99.722%