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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 570564  62.698%  (99.522% of non-spam corpus)
# Correctly spam:     278173  30.568%  (82.615% of spam corpus)
# False positives:      2742  0.301%  (0.478% of nonspam, 115969 weighted)
# False negatives:     58539  6.433%  (17.385% of spam, 101736 weighted)
# Average score for spam:  10.7    nonspam: -1.1
# Average for false-pos:   7.2  false-neg: 1.7
# TOTAL:              910018  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71060  99.29%
# Correctly spam:      34654  82.57%
# False positives:       508  0.71%
# False negatives:      7315  17.43%
# TCR(l=50): 1.282867  SpamRecall: 82.570%  SpamPrec: 98.555%

##### 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: 571149  99.62%
# Correctly spam:     173712  51.59%
# False positives:      2157  0.38%
# False negatives:    163000  48.41%
# TCR(l=50): 1.243168  SpamRecall: 51.591%  SpamPrec: 98.774%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  71312  99.64%
# Correctly spam:      21645  51.57%
# False positives:       256  0.36%
# False negatives:     20324  48.43%
# TCR(l=50): 1.267027  SpamRecall: 51.574%  SpamPrec: 98.831%