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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180857  52.499%  (99.657% of non-spam corpus)
# Correctly spam:      98397  28.562%  (60.359% of spam corpus)
# False positives:       622  0.181%  (0.343% of nonspam,  17075 weighted)
# False negatives:     64623  18.759%  (39.641% of spam, 104812 weighted)
# Average score for spam:  9.2    nonspam: 0.5
# Average for false-pos:   6.1  false-neg: 1.6
# TOTAL:              344499  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22687  99.53%
# Correctly spam:      12209  59.41%
# False positives:       107  0.47%
# False negatives:      8340  40.59%
# TCR(l=50): 1.501023  SpamRecall: 59.414%  SpamPrec: 99.131%

##### 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: 177188  97.64%
# Correctly spam:      79524  48.78%
# False positives:      4291  2.36%
# False negatives:     83496  51.22%
# TCR(l=50): 0.546963  SpamRecall: 48.782%  SpamPrec: 94.880%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22239  97.57%
# Correctly spam:      10064  48.98%
# False positives:       555  2.43%
# False negatives:     10485  51.02%
# TCR(l=50): 0.537440  SpamRecall: 48.976%  SpamPrec: 94.774%