DEVELOPMENT... OpenML
Run
100416

Run 100416

Task 3055 (Supervised Classification) monks-problems-3 Uploaded 08-12-2014 by Felicia West
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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
0.9927
Per class
Build CPU time
0.009
Build memory
637599816
F measure
0.9781
Per class
Kappa
0.9552
KB relative information score
166.4449
Mean absolute error
0.0449
Mean prior absolute error
0.4967
Number of instances
182
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9791
Per class
Predictive accuracy
0.978
Prior entropy
0.9989
Recall
0.978
Per class
Relative absolute error
0.0905
Root mean prior squared error
0.4971
Root mean squared error
0.126
Root relative squared error
0.2535
SciMark benchmark
942.3674