Run
100603

Run 100603

Task 3704 (Supervised Classification) kdd_el_nino-small 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
0.9839
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.2651
Cross-validation details (10-fold Crossvalidation)
Build memory
96304701.3811
Cross-validation details (10-fold Crossvalidation)
F measure
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8793
Cross-validation details (10-fold Crossvalidation)
KB relative information score
669.0876
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0648
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4553
Cross-validation details (10-fold Crossvalidation)
Number of instances
782
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.945
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9348
Cross-validation details (10-fold Crossvalidation)
Recall
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4771
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4344
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.4464