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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 190087  43.723%  (99.573% of non-spam corpus)
# Correctly spam:     217309  49.985%  (89.117% of spam corpus)
# False positives:       815  0.187%  (0.427% of nonspam,  66880 weighted)
# False negatives:     26539  6.104%  (10.883% of spam,  55349 weighted)
# Average score for spam:  17.9    nonspam: -1.2
# Average for false-pos:   6.4  false-neg: 2.1
# TOTAL:              434750  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23859  99.60%
# Correctly spam:      27120  88.95%
# False positives:        95  0.40%
# False negatives:      3368  11.05%
# TCR(l=50): 3.755605  SpamRecall: 88.953%  SpamPrec: 99.651%

##### 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: 190387  99.73%
# Correctly spam:     171403  70.29%
# False positives:       515  0.27%
# False negatives:     72445  29.71%
# TCR(l=50): 2.483304  SpamRecall: 70.291%  SpamPrec: 99.700%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23890  99.73%
# Correctly spam:      21538  70.64%
# False positives:        64  0.27%
# False negatives:      8950  29.36%
# TCR(l=50): 2.509300  SpamRecall: 70.644%  SpamPrec: 99.704%