Run
54359

Run 54359

Task 1722 (Learning Curve) cmc Uploaded 09-11-2014 by Joaquin Vanschoren
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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
0.6963 ± 0.0293
Per class
Build CPU time
0.0566
Build memory
397899932.24
F measure
0.5064 ± 0.0448
Per class
Kappa
0.231 ± 0.0708
KB relative information score
0.1885 ± 0.0187
Mean absolute error
0.3794 ± 0.0074
Mean prior absolute error
0.4308 ± 0.0004
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5075 ± 0.0459
Per class
Predictive accuracy
0.5098 ± 0.0437
Prior entropy
1.539 ± 0.0029
Recall
0.5098 ± 0.0437
Per class
Relative absolute error
0.8807 ± 0.0177
Root mean prior squared error
0.4641 ± 0.0005
Root mean squared error
0.4384 ± 0.0077
Root relative squared error
0.9445 ± 0.0169
SciMark benchmark
942.4911