Run
1812291

Run 1812291

Task 125850 (Learning Curve) vowel Uploaded 17-08-2016 by Jan van Rijn
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Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_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.

22 Evaluation measures

Area under ROC curve
0.9361 ± 0.0244
Per class
F measure
0.8211 ± 0.0593
Per class
Kappa
0.8033 ± 0.0637
KB relative information score
810.8698 ± 5.2971
Mean absolute error
0.0354 ± 0.0092
Mean prior absolute error
0.1653
Number of instances
990
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8222 ± 0.0573
Per class
Predictive accuracy
0.8212 ± 0.0579
Prior entropy
3.4594
Recall
0.8212 ± 0.0579
Per class
Relative absolute error
0.2142 ± 0.0556
Root mean prior squared error
0.2875
Root mean squared error
0.1726 ± 0.0274
Root relative squared error
0.6003 ± 0.0954
SciMark benchmark
1322.446
UserCPU time millis
807820
UserCPU time millis testing
40
UserCPU time millis training
807780