Run
227416

Run 227416

Task 1785 (Supervised Classification) car Uploaded 01-03-2015 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
0.9863
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.9321
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8518
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
7185.3053
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.043
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
8640
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9325
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9318
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9318
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.1879
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.1592
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.4708
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
925.4974
UserCPU time millis
520
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
510
Cross-validation details (5 times 2-fold Crossvalidation)