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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 216183  45.155%  (96.052% of non-spam corpus)
# Correctly spam:      87442  18.265%  (34.469% of spam corpus)
# False positives:      8886  1.856%  (3.948% of nonspam, 295819 weighted)
# False negatives:    166242  34.724%  (65.531% of spam, 415785 weighted)
# Average score for spam:  4.5    nonspam: 1.3
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              478753  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26995  95.78%
# Correctly spam:      11019  34.78%
# False positives:      1189  4.22%
# False negatives:     20659  65.22%
# TCR(l=50): 0.395436  SpamRecall: 34.784%  SpamPrec: 90.260%

##### 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: 216228  96.07%
# Correctly spam:      58583  23.09%
# False positives:      8841  3.93%
# False negatives:    195101  76.91%
# TCR(l=50): 0.398154  SpamRecall: 23.093%  SpamPrec: 86.887%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  27062  96.02%
# Correctly spam:       7345  23.19%
# False positives:      1122  3.98%
# False negatives:     24333  76.81%
# TCR(l=50): 0.393843  SpamRecall: 23.186%  SpamPrec: 86.749%