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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 146913  41.450%  (97.584% of non-spam corpus)
# Correctly spam:     141573  39.944%  (69.439% of spam corpus)
# False positives:      3638  1.026%  (2.416% of nonspam, 147761 weighted)
# False negatives:     62309  17.580%  (30.561% of spam, 139457 weighted)
# Average score for spam:  11.0    nonspam: 1.0
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              354433  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18487  97.69%
# Correctly spam:      17864  70.02%
# False positives:       437  2.31%
# False negatives:      7647  29.98%
# TCR(l=50): 0.864868  SpamRecall: 70.025%  SpamPrec: 97.612%

##### 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: 147236  97.80%
# Correctly spam:      74916  36.74%
# False positives:      3315  2.20%
# False negatives:    128966  63.26%
# TCR(l=50): 0.691791  SpamRecall: 36.745%  SpamPrec: 95.763%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18534  97.94%
# Correctly spam:       9368  36.72%
# False positives:       390  2.06%
# False negatives:     16143  63.28%
# TCR(l=50): 0.715737  SpamRecall: 36.721%  SpamPrec: 96.003%