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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 173394  39.438%  (99.536% of non-spam corpus)
# Correctly spam:     222949  50.710%  (83.988% of spam corpus)
# False positives:       809  0.184%  (0.464% of nonspam,  76462 weighted)
# False negatives:     42505  9.668%  (16.012% of spam,  88085 weighted)
# Average score for spam:  13.1    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              439657  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21794  99.53%
# Correctly spam:      27824  83.78%
# False positives:       103  0.47%
# False negatives:      5386  16.22%
# TCR(l=50): 3.152050  SpamRecall: 83.782%  SpamPrec: 99.631%

##### 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: 173764  99.75%
# Correctly spam:     149201  56.21%
# False positives:       439  0.25%
# False negatives:    116253  43.79%
# TCR(l=50): 1.920754  SpamRecall: 56.206%  SpamPrec: 99.707%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21849  99.78%
# Correctly spam:      18714  56.35%
# False positives:        48  0.22%
# False negatives:     14496  43.65%
# TCR(l=50): 1.965554  SpamRecall: 56.350%  SpamPrec: 99.744%