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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 400964  50.064%  (99.214% of non-spam corpus)
# Correctly spam:     195620  24.425%  (49.304% of spam corpus)
# False positives:      3177  0.397%  (0.786% of nonspam,  92227 weighted)
# False negatives:    201142  25.114%  (50.696% of spam, 477252 weighted)
# Average score for spam:  5.5    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              800903  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  49811  98.79%
# Correctly spam:      24840  50.20%
# False positives:       608  1.21%
# False negatives:     24646  49.80%
# TCR(l=50): 0.898994  SpamRecall: 50.196%  SpamPrec: 97.611%

##### 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: 396694  98.16%
# Correctly spam:     118743  29.93%
# False positives:      7447  1.84%
# False negatives:    278019  70.07%
# TCR(l=50): 0.610057  SpamRecall: 29.928%  SpamPrec: 94.099%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  49500  98.18%
# Correctly spam:      14876  30.06%
# False positives:       919  1.82%
# False negatives:     34610  69.94%
# TCR(l=50): 0.614275  SpamRecall: 30.061%  SpamPrec: 94.182%