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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 203988  21.877%  (99.762% of non-spam corpus)
# Correctly spam:     141159  15.139%  (19.391% of spam corpus)
# False positives:       487  0.052%  (0.238% of nonspam, 104933 weighted)
# False negatives:    586807  62.932%  (80.609% of spam, 1000086 weighted)
# Average score for spam:  3.5    nonspam: -0.1
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              932441  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25518  99.77%
# Correctly spam:      17549  19.33%
# False positives:        60  0.23%
# False negatives:     73227  80.67%
# TCR(l=50): 1.190864  SpamRecall: 19.332%  SpamPrec: 99.659%

##### 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: 204191  99.86%
# Correctly spam:     101873  13.99%
# False positives:       284  0.14%
# False negatives:    626093  86.01%
# TCR(l=50): 1.136926  SpamRecall: 13.994%  SpamPrec: 99.722%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  25546  99.87%
# Correctly spam:      12746  14.04%
# False positives:        32  0.13%
# False negatives:     78030  85.96%
# TCR(l=50): 1.139972  SpamRecall: 14.041%  SpamPrec: 99.750%