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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 186602  19.539%  (98.468% of non-spam corpus)
# Correctly spam:     721029  75.498%  (94.188% of spam corpus)
# False positives:      2903  0.304%  (1.532% of nonspam, 375749 weighted)
# False negatives:     44496  4.659%  (5.812% of spam,  99353 weighted)
# Average score for spam:  13.7    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 2.2
# TOTAL:              955030  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23433  98.52%
# Correctly spam:      90057  94.33%
# False positives:       351  1.48%
# False negatives:      5411  5.67%
# TCR(l=50): 4.157833  SpamRecall: 94.332%  SpamPrec: 99.612%

##### 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: 186438  98.38%
# Correctly spam:     498758  65.15%
# False positives:      3067  1.62%
# False negatives:    266767  34.85%
# TCR(l=50): 1.822171  SpamRecall: 65.152%  SpamPrec: 99.389%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23424  98.49%
# Correctly spam:      62290  65.25%
# False positives:       360  1.51%
# False negatives:     33178  34.75%
# TCR(l=50): 1.865411  SpamRecall: 65.247%  SpamPrec: 99.425%