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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 133496  18.499%  (98.884% of non-spam corpus)
# Correctly spam:     211194  29.267%  (36.002% of spam corpus)
# False positives:      1506  0.209%  (1.116% of nonspam, 396392 weighted)
# False negatives:    375424  52.025%  (63.998% of spam, 934806 weighted)
# Average score for spam:  5.6    nonspam: -0.8
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              721620  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16720  98.85%
# Correctly spam:      26277  35.90%
# False positives:       195  1.15%
# False negatives:     46919  64.10%
# TCR(l=50): 1.291641  SpamRecall: 35.900%  SpamPrec: 99.263%

##### 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: 134324  99.50%
# Correctly spam:      97813  16.67%
# False positives:       678  0.50%
# False negatives:    488805  83.33%
# TCR(l=50): 1.122274  SpamRecall: 16.674%  SpamPrec: 99.312%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16819  99.43%
# Correctly spam:      12089  16.52%
# False positives:        96  0.57%
# False negatives:     61107  83.48%
# TCR(l=50): 1.110595  SpamRecall: 16.516%  SpamPrec: 99.212%