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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 238481  39.395%  (99.465% of non-spam corpus)
# Correctly spam:     317678  52.477%  (86.892% of spam corpus)
# False positives:      1283  0.212%  (0.535% of nonspam, 128298 weighted)
# False negatives:     47922  7.916%  (13.108% of spam,  82955 weighted)
# Average score for spam:  17.4    nonspam: -0.8
# Average for false-pos:   6.6  false-neg: 1.7
# TOTAL:              605364  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29831  99.46%
# Correctly spam:      39589  86.88%
# False positives:       161  0.54%
# False negatives:      5977  13.12%
# TCR(l=50): 3.248449  SpamRecall: 86.883%  SpamPrec: 99.595%

##### 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: 238896  99.64%
# Correctly spam:     245775  67.23%
# False positives:       868  0.36%
# False negatives:    119825  32.77%
# TCR(l=50): 2.239853  SpamRecall: 67.225%  SpamPrec: 99.648%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29892  99.67%
# Correctly spam:      30664  67.30%
# False positives:       100  0.33%
# False negatives:     14902  32.70%
# TCR(l=50): 2.289519  SpamRecall: 67.296%  SpamPrec: 99.675%