Run
300460

Run 300460

Task 82 (Learning Curve) cmc Uploaded 17-03-2015 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
0.6944 ± 0.0323
Per class
F measure
0.5018 ± 0.0387
Per class
Kappa
0.2242 ± 0.0608
KB relative information score
0.1869 ± 0.022
Mean absolute error
0.3799 ± 0.0086
Mean prior absolute error
0.4308 ± 0.0004
Number of instances
14730
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5021 ± 0.0393
Per class
Predictive accuracy
0.506 ± 0.0384
Prior entropy
1.539 ± 0.0028
Recall
0.506 ± 0.0384
Per class
Relative absolute error
0.8819 ± 0.0199
Root mean prior squared error
0.4641 ± 0.0004
Root mean squared error
0.439 ± 0.0093
Root relative squared error
0.9458 ± 0.02
SciMark benchmark
1326.9152
UserCPU time millis
130
UserCPU time millis testing
10
UserCPU time millis training
120