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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178173  42.105%  (99.577% of non-spam corpus)
# Correctly spam:     187020  44.196%  (76.575% of spam corpus)
# False positives:       756  0.179%  (0.423% of nonspam,  62629 weighted)
# False negatives:     57212  13.520%  (23.425% of spam, 120494 weighted)
# Average score for spam:  10.0    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              423161  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22390  99.64%
# Correctly spam:      23337  76.46%
# False positives:        81  0.36%
# False negatives:      7184  23.54%
# TCR(l=50): 2.716842  SpamRecall: 76.462%  SpamPrec: 99.654%

##### 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: 178504  99.76%
# Correctly spam:     144949  59.35%
# False positives:       425  0.24%
# False negatives:     99283  40.65%
# TCR(l=50): 2.026267  SpamRecall: 59.349%  SpamPrec: 99.708%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22425  99.80%
# Correctly spam:      18101  59.31%
# False positives:        46  0.20%
# False negatives:     12420  40.69%
# TCR(l=50): 2.073437  SpamRecall: 59.307%  SpamPrec: 99.747%