Run
437715

Run 437715

Task 7536 (Learning Curve) monks-problems-3 Uploaded 13-05-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_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.

22 Evaluation measures

Area under ROC curve
0.9855 ± 0.0136
Per class
F measure
0.9783 ± 0.0141
Per class
Kappa
0.9566 ± 0.0281
KB relative information score
0.9158 ± 0.0223
Mean absolute error
0.0482 ± 0.0112
Mean prior absolute error
0.4992 ± 0.0003
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9784 ± 0.0126
Per class
Predictive accuracy
0.9783 ± 0.0141
Prior entropy
0.9989 ± 0.0008
Recall
0.9783 ± 0.0141
Per class
Relative absolute error
0.0965 ± 0.0225
Root mean prior squared error
0.4996 ± 0.0003
Root mean squared error
0.1388 ± 0.0293
Root relative squared error
0.2778 ± 0.0587
SciMark benchmark
941.3619
UserCPU time millis
20
UserCPU time millis training
20