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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143826  25.066%  (97.931% of non-spam corpus)
# Correctly spam:      64886  11.308%  (15.199% of spam corpus)
# False positives:      3038  0.529%  (2.069% of nonspam, 265259 weighted)
# False negatives:    362032  63.096%  (84.801% of spam, 984216 weighted)
# Average score for spam:  3.8    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 2.7
# TOTAL:              573782  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18052  97.91%
# Correctly spam:       8030  15.09%
# False positives:       385  2.09%
# False negatives:     45172  84.91%
# TCR(l=50): 0.825836  SpamRecall: 15.093%  SpamPrec: 95.425%

##### 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: 143209  97.51%
# Correctly spam:      43466  10.18%
# False positives:      3655  2.49%
# False negatives:    383452  89.82%
# TCR(l=50): 0.754003  SpamRecall: 10.181%  SpamPrec: 92.243%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17989  97.57%
# Correctly spam:       5422  10.19%
# False positives:       448  2.43%
# False negatives:     47780  89.81%
# TCR(l=50): 0.758079  SpamRecall: 10.191%  SpamPrec: 92.368%