Run
54342

Run 54342

Task 1702 (Learning Curve) kr-vs-kp Uploaded 08-11-2014 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
0.995 ± 0.004
Per class
Build CPU time
0.0782
Build memory
139093420.8
F measure
0.9759 ± 0.0061
Per class
Kappa
0.9517 ± 0.0123
KB relative information score
0.9228 ± 0.0118
Mean absolute error
0.0416 ± 0.006
Mean prior absolute error
0.499 ± 0.0001
Number of instances
3196
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9759 ± 0.0062
Per class
Predictive accuracy
0.9759 ± 0.0061
Prior entropy
0.9986 ± 0.0002
Recall
0.9759 ± 0.0061
Per class
Relative absolute error
0.0833 ± 0.0121
Root mean prior squared error
0.4995 ± 0.0001
Root mean squared error
0.1473 ± 0.0172
Root relative squared error
0.295 ± 0.0344
SciMark benchmark
942.4911