Run
25289

Run 25289

Task 115 (Learning Curve) vowel 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
0.9341 ± 0.0182
Per class
Build CPU time
161.0092
Build memory
1800641480.7289
F measure
0.8123 ± 0.0444
Per class
Kappa
0.7938 ± 0.048
KB relative information score
0.812 ± 0.0409
Mean absolute error
0.0365 ± 0.0071
Mean prior absolute error
0.1653
Number of instances
9900
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.813 ± 0.0428
Per class
Predictive accuracy
0.8125 ± 0.0436
Prior entropy
3.4594
Recall
0.8125 ± 0.0436
Per class
Relative absolute error
0.2211 ± 0.043
Root mean prior squared error
0.2875
Root mean squared error
0.1762 ± 0.0204
Root relative squared error
0.6131 ± 0.0708
SciMark benchmark
1127.5506[669.317220163237962.7554323758649522.2479703250616951.52083161781582531.9115295035886]