Run
25524

Run 25524

Task 95 (Learning Curve) segment Uploaded 18-08-2014 by Jan van Rijn
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Flow

weka.Logistic(2)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8

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
0.9943 ± 0.0035
Per class
Build CPU time
3.2475
Build memory
1460367659.6467
F measure
0.9567 ± 0.013
Per class
Kappa
0.9494 ± 0.0151
KB relative information score
0.9493 ± 0.0102
Mean absolute error
0.0175 ± 0.0027
Mean prior absolute error
0.2449
Number of instances
23100
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.957 ± 0.013
Per class
Predictive accuracy
0.9566 ± 0.013
Prior entropy
2.8074
Recall
0.9566 ± 0.013
Per class
Relative absolute error
0.0716 ± 0.011
Root mean prior squared error
0.3499
Root mean squared error
0.0989 ± 0.0124
Root relative squared error
0.2827 ± 0.0355
SciMark benchmark
1136.7663[673.7120464926834986.6641361345013538.0816040762226984.76326951203362500.610483139673]