Run
100378

Run 100378

Task 2114 (Supervised Classification) solar-flare Uploaded 08-12-2014 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
0.4729
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.156
Cross-validation details (33% Holdout set)
Build memory
509725760
Cross-validation details (33% Holdout set)
F measure
0.9783
Per class
Cross-validation details (33% Holdout set)
Kappa
-0.0051
Cross-validation details (33% Holdout set)
KB relative information score
-1487.8398
Cross-validation details (33% Holdout set)
Mean absolute error
0.0251
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0062
Cross-validation details (33% Holdout set)
Number of instances
351
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9942
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.963
Cross-validation details (33% Holdout set)
Prior entropy
0.0626
Cross-validation details (33% Holdout set)
Recall
0.963
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
4.0133
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.0436
Cross-validation details (33% Holdout set)
Root mean squared error
0.1555
Cross-validation details (33% Holdout set)
Root relative squared error
3.5658
Cross-validation details (33% Holdout set)
SciMark benchmark
940.067