Run
54373

Run 54373

Task 1742 (Learning Curve) spambase Uploaded 09-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.Logistic(3)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(3)_R1.0E-8
weka.Logistic(3)_M-1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9713 ± 0.008
Per class
Build CPU time
0.146
Build memory
2250886403.8286
F measure
0.9267 ± 0.0128
Per class
Kappa
0.8461 ± 0.0271
KB relative information score
0.7652 ± 0.0169
Mean absolute error
0.1197 ± 0.0076
Mean prior absolute error
0.4776 ± 0.0002
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9269 ± 0.0131
Per class
Predictive accuracy
0.927 ± 0.0128
Prior entropy
0.9674 ± 0.0006
Recall
0.927 ± 0.0128
Per class
Relative absolute error
0.2506 ± 0.016
Root mean prior squared error
0.4886 ± 0.0002
Root mean squared error
0.2427 ± 0.0154
Root relative squared error
0.4967 ± 0.0317
SciMark benchmark
1462.4645