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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 155366  43.320%  (99.589% of non-spam corpus)
# Correctly spam:     132722  37.006%  (65.497% of spam corpus)
# False positives:       641  0.179%  (0.411% of nonspam,  56888 weighted)
# False negatives:     69917  19.495%  (34.503% of spam, 200454 weighted)
# Average score for spam:  7.8    nonspam: -0.3
# Average for false-pos:   6.8  false-neg: 2.9
# TOTAL:              358646  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19538  99.60%
# Correctly spam:      16786  66.26%
# False positives:        79  0.40%
# False negatives:      8547  33.74%
# TCR(l=50): 2.027127  SpamRecall: 66.261%  SpamPrec: 99.532%

##### 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: 155598  99.74%
# Correctly spam:      49561  24.46%
# False positives:       409  0.26%
# False negatives:    153078  75.54%
# TCR(l=50): 1.167760  SpamRecall: 24.458%  SpamPrec: 99.182%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19566  99.74%
# Correctly spam:       6189  24.43%
# False positives:        51  0.26%
# False negatives:     19144  75.57%
# TCR(l=50): 1.167742  SpamRecall: 24.431%  SpamPrec: 99.183%