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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 318438  49.740%  (99.729% of non-spam corpus)
# Correctly spam:     288275  45.028%  (89.831% of spam corpus)
# False positives:       866  0.135%  (0.271% of nonspam,  62412 weighted)
# False negatives:     32632  5.097%  (10.169% of spam,  55986 weighted)
# Average score for spam:  18.2    nonspam: -0.8
# Average for false-pos:   7.2  false-neg: 1.7
# TOTAL:              640211  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39662  99.73%
# Correctly spam:      35849  89.70%
# False positives:       109  0.27%
# False negatives:      4115  10.30%
# TCR(l=50): 4.178150  SpamRecall: 89.703%  SpamPrec: 99.697%

##### 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: 318280  99.68%
# Correctly spam:     250043  77.92%
# False positives:      1024  0.32%
# False negatives:     70864  22.08%
# TCR(l=50): 2.629006  SpamRecall: 77.918%  SpamPrec: 99.592%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39642  99.68%
# Correctly spam:      31138  77.92%
# False positives:       129  0.32%
# False negatives:      8826  22.08%
# TCR(l=50): 2.616130  SpamRecall: 77.915%  SpamPrec: 99.587%