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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 537773  42.070%  (99.654% of non-spam corpus)
# Correctly spam:     575961  45.057%  (77.975% of spam corpus)
# False positives:      1867  0.146%  (0.346% of nonspam,  75392 weighted)
# False negatives:    162691  12.727%  (22.025% of spam, 393079 weighted)
# Average score for spam:  10.9    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              1278292  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67192  99.69%
# Correctly spam:      72052  78.22%
# False positives:       211  0.31%
# False negatives:     20064  21.78%
# TCR(l=50): 3.008950  SpamRecall: 78.219%  SpamPrec: 99.708%

##### 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: 524766  97.24%
# Correctly spam:     314000  42.51%
# False positives:     14874  2.76%
# False negatives:    424652  57.49%
# TCR(l=50): 0.632217  SpamRecall: 42.510%  SpamPrec: 95.477%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65613  97.34%
# Correctly spam:      39271  42.63%
# False positives:      1790  2.66%
# False negatives:     52845  57.37%
# TCR(l=50): 0.647132  SpamRecall: 42.632%  SpamPrec: 95.641%