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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 177991  42.309%  (99.588% of non-spam corpus)
# Correctly spam:     191082  45.421%  (78.971% of spam corpus)
# False positives:       736  0.175%  (0.412% of nonspam,  60948 weighted)
# False negatives:     50882  12.095%  (21.029% of spam, 108577 weighted)
# Average score for spam:  10.7    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              420691  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22343  99.52%
# Correctly spam:      23897  78.93%
# False positives:       107  0.48%
# False negatives:      6380  21.07%
# TCR(l=50): 2.581159  SpamRecall: 78.928%  SpamPrec: 99.554%

##### 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: 178324  99.77%
# Correctly spam:     143010  59.10%
# False positives:       403  0.23%
# False negatives:     98954  40.90%
# TCR(l=50): 2.031535  SpamRecall: 59.104%  SpamPrec: 99.719%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22393  99.75%
# Correctly spam:      17815  58.84%
# False positives:        57  0.25%
# False negatives:     12462  41.16%
# TCR(l=50): 1.977338  SpamRecall: 58.840%  SpamPrec: 99.681%