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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 235687  39.238%  (99.725% of non-spam corpus)
# Correctly spam:     274628  45.721%  (75.379% of spam corpus)
# False positives:       649  0.108%  (0.275% of nonspam,  30098 weighted)
# False negatives:     89702  14.934%  (24.621% of spam, 134118 weighted)
# Average score for spam:  11.6    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 1.5
# TOTAL:              600666  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29478  99.70%
# Correctly spam:      34449  75.83%
# False positives:        88  0.30%
# False negatives:     10979  24.17%
# TCR(l=50): 2.953898  SpamRecall: 75.832%  SpamPrec: 99.745%

##### 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: 226889  96.00%
# Correctly spam:     200482  55.03%
# False positives:      9447  4.00%
# False negatives:    163848  44.97%
# TCR(l=50): 0.572668  SpamRecall: 55.028%  SpamPrec: 95.500%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28422  96.13%
# Correctly spam:      25183  55.43%
# False positives:      1144  3.87%
# False negatives:     20245  44.57%
# TCR(l=50): 0.586584  SpamRecall: 55.435%  SpamPrec: 95.655%