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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 254933  31.735%  (99.700% of non-spam corpus)
# Correctly spam:     491477  61.181%  (89.748% of spam corpus)
# False positives:       768  0.096%  (0.300% of nonspam, 121520 weighted)
# False negatives:     56141  6.989%  (10.252% of spam, 145925 weighted)
# Average score for spam:  14.5    nonspam: -2.4
# Average for false-pos:   7.4  false-neg: 2.6
# TOTAL:              803319  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31834  99.65%
# Correctly spam:      61430  89.81%
# False positives:       111  0.35%
# False negatives:      6973  10.19%
# TCR(l=50): 5.462190  SpamRecall: 89.806%  SpamPrec: 99.820%

##### 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: 254378  99.48%
# Correctly spam:     342198  62.49%
# False positives:      1323  0.52%
# False negatives:    205420  37.51%
# TCR(l=50): 2.016489  SpamRecall: 62.488%  SpamPrec: 99.615%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31769  99.45%
# Correctly spam:      42791  62.56%
# False positives:       176  0.55%
# False negatives:     25612  37.44%
# TCR(l=50): 1.987766  SpamRecall: 62.557%  SpamPrec: 99.590%