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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 204814  29.747%  (99.565% of non-spam corpus)
# Correctly spam:     434144  63.054%  (89.919% of spam corpus)
# False positives:       894  0.130%  (0.435% of nonspam, 153897 weighted)
# False negatives:     48672  7.069%  (10.081% of spam,  85099 weighted)
# Average score for spam:  16.4    nonspam: -0.6
# Average for false-pos:   7.3  false-neg: 1.7
# TOTAL:              688524  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25625  99.53%
# Correctly spam:      54212  89.95%
# False positives:       121  0.47%
# False negatives:      6056  10.05%
# TCR(l=50): 4.978358  SpamRecall: 89.952%  SpamPrec: 99.777%

##### 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: 202877  98.62%
# Correctly spam:     298501  61.83%
# False positives:      2831  1.38%
# False negatives:    184315  38.17%
# TCR(l=50): 1.481644  SpamRecall: 61.825%  SpamPrec: 99.061%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25356  98.49%
# Correctly spam:      37246  61.80%
# False positives:       390  1.51%
# False negatives:     23022  38.20%
# TCR(l=50): 1.417337  SpamRecall: 61.801%  SpamPrec: 98.964%