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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181149  44.062%  (96.147% of non-spam corpus)
# Correctly spam:     146326  35.592%  (65.702% of spam corpus)
# False positives:      7260  1.766%  (3.853% of nonspam, 266134 weighted)
# False negatives:     76386  18.580%  (34.298% of spam, 209497 weighted)
# Average score for spam:  10.3    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              411121  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22704  96.02%
# Correctly spam:      18372  65.94%
# False positives:       942  3.98%
# False negatives:      9490  34.06%
# TCR(l=50): 0.492348  SpamRecall: 65.939%  SpamPrec: 95.123%

##### 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: 182534  96.88%
# Correctly spam:      52473  23.56%
# False positives:      5875  3.12%
# False negatives:    170239  76.44%
# TCR(l=50): 0.479994  SpamRecall: 23.561%  SpamPrec: 89.931%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22928  96.96%
# Correctly spam:       6604  23.70%
# False positives:       718  3.04%
# False negatives:     21258  76.30%
# TCR(l=50): 0.487456  SpamRecall: 23.703%  SpamPrec: 90.194%