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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 129923  48.061%  (99.453% of non-spam corpus)
# Correctly spam:      85490  31.624%  (61.198% of spam corpus)
# False positives:       715  0.264%  (0.547% of nonspam,  47272 weighted)
# False negatives:     54203  20.051%  (38.802% of spam, 146429 weighted)
# Average score for spam:  9.6    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              270331  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16288  99.38%
# Correctly spam:      10771  61.51%
# False positives:       102  0.62%
# False negatives:      6739  38.49%
# TCR(l=50): 1.479010  SpamRecall: 61.513%  SpamPrec: 99.062%

##### 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: 130396  99.81%
# Correctly spam:      48815  34.94%
# False positives:       242  0.19%
# False negatives:     90878  65.06%
# TCR(l=50): 1.356532  SpamRecall: 34.944%  SpamPrec: 99.507%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16360  99.82%
# Correctly spam:       6149  35.12%
# False positives:        30  0.18%
# False negatives:     11361  64.88%
# TCR(l=50): 1.361480  SpamRecall: 35.117%  SpamPrec: 99.514%