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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144798  51.658%  (99.605% of non-spam corpus)
# Correctly spam:     111462  39.765%  (82.609% of spam corpus)
# False positives:       574  0.205%  (0.395% of nonspam,  32856 weighted)
# False negatives:     23466  8.372%  (17.391% of spam,  55205 weighted)
# Average score for spam:  13.9    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              280300  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18163  99.63%
# Correctly spam:      13999  82.79%
# False positives:        68  0.37%
# False negatives:      2911  17.21%
# TCR(l=50): 2.679449  SpamRecall: 82.785%  SpamPrec: 99.517%

##### 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: 144599  99.47%
# Correctly spam:      64290  47.65%
# False positives:       773  0.53%
# False negatives:     70638  52.35%
# TCR(l=50): 1.234609  SpamRecall: 47.648%  SpamPrec: 98.812%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18132  99.46%
# Correctly spam:       8100  47.90%
# False positives:        99  0.54%
# False negatives:      8810  52.10%
# TCR(l=50): 1.228924  SpamRecall: 47.901%  SpamPrec: 98.793%