Run
54378

Run 54378

Task 1757 (Learning Curve) waveform-5000 Uploaded 09-11-2014 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
0.9711 ± 0.0042
Per class
Build CPU time
0.2248
Build memory
243156312.8
F measure
0.8697 ± 0.0133
Per class
Kappa
0.8047 ± 0.02
KB relative information score
0.7731 ± 0.0129
Mean absolute error
0.1209 ± 0.0061
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8698 ± 0.0135
Per class
Predictive accuracy
0.8698 ± 0.0133
Prior entropy
1.5849 ± 0
Recall
0.8698 ± 0.0133
Per class
Relative absolute error
0.272 ± 0.0138
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.2507 ± 0.0105
Root relative squared error
0.5319 ± 0.0222
SciMark benchmark
942.4911