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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161117  27.776%  (99.208% of non-spam corpus)
# Correctly spam:     307848  53.072%  (73.709% of spam corpus)
# False positives:      1286  0.222%  (0.792% of nonspam, 212973 weighted)
# False negatives:    109805  18.930%  (26.291% of spam, 284646 weighted)
# Average score for spam:  16.7    nonspam: -0.4
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              580056  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20309  99.20%
# Correctly spam:      38471  73.92%
# False positives:       164  0.80%
# False negatives:     13572  26.08%
# TCR(l=50): 2.390364  SpamRecall: 73.922%  SpamPrec: 99.576%

##### 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: 161448  99.41%
# Correctly spam:     277337  66.40%
# False positives:       955  0.59%
# False negatives:    140316  33.60%
# TCR(l=50): 2.220779  SpamRecall: 66.404%  SpamPrec: 99.657%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20363  99.46%
# Correctly spam:      34662  66.60%
# False positives:       110  0.54%
# False negatives:     17381  33.40%
# TCR(l=50): 2.274507  SpamRecall: 66.603%  SpamPrec: 99.684%