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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 163778  15.518%  (96.173% of non-spam corpus)
# Correctly spam:     548411  51.961%  (61.958% of spam corpus)
# False positives:      6517  0.617%  (3.827% of nonspam, 1060768 weighted)
# False negatives:    336727  31.904%  (38.042% of spam, 1128854 weighted)
# Average score for spam:  8.3    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.4
# TOTAL:              1055433  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20590  96.02%
# Correctly spam:      68747  62.23%
# False positives:       854  3.98%
# False negatives:     41726  37.77%
# TCR(l=50): 1.308519  SpamRecall: 62.230%  SpamPrec: 98.773%

##### 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: 164472  96.58%
# Correctly spam:     108038  12.21%
# False positives:      5823  3.42%
# False negatives:    777100  87.79%
# TCR(l=50): 0.828587  SpamRecall: 12.206%  SpamPrec: 94.886%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20705  96.55%
# Correctly spam:      13499  12.22%
# False positives:       739  3.45%
# False negatives:     96974  87.78%
# TCR(l=50): 0.824893  SpamRecall: 12.219%  SpamPrec: 94.810%