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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181295  17.972%  (98.917% of non-spam corpus)
# Correctly spam:     459391  45.540%  (55.651% of spam corpus)
# False positives:      1984  0.197%  (1.083% of nonspam, 534798 weighted)
# False negatives:    366090  36.291%  (44.349% of spam, 1109412 weighted)
# Average score for spam:  6.8    nonspam: 0.4
# Average for false-pos:   6.0  false-neg: 3.0
# TOTAL:              1008760  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22769  98.93%
# Correctly spam:      57067  55.45%
# False positives:       246  1.07%
# False negatives:     45846  44.55%
# TCR(l=50): 1.769907  SpamRecall: 55.452%  SpamPrec: 99.571%

##### 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: 182983  99.84%
# Correctly spam:      49956  6.05%
# False positives:       296  0.16%
# False negatives:    775525  93.95%
# TCR(l=50): 1.044483  SpamRecall: 6.052%  SpamPrec: 99.411%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22979  99.84%
# Correctly spam:       6264  6.09%
# False positives:        36  0.16%
# False negatives:     96649  93.91%
# TCR(l=50): 1.045343  SpamRecall: 6.087%  SpamPrec: 99.429%
