Run
1812126

Run 1812126

Task 125852 (Learning Curve) scene Uploaded 16-08-2016 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
0.9312 ± 0.0174
Per class
F measure
0.9406 ± 0.0129
Per class
Kappa
0.8011 ± 0.0407
KB relative information score
1809.9537 ± 13.3253
Mean absolute error
0.0605 ± 0.0137
Mean prior absolute error
0.2942 ± 0.0008
Number of instances
2407
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.942 ± 0.0117
Per class
Predictive accuracy
0.9398 ± 0.0137
Prior entropy
0.6786
Recall
0.9398 ± 0.0137
Per class
Relative absolute error
0.2057 ± 0.0463
Root mean prior squared error
0.3834 ± 0.0011
Root mean squared error
0.2426 ± 0.028
Root relative squared error
0.6327 ± 0.0724
SciMark benchmark
1806.5726
UserCPU time millis
1410
UserCPU time millis testing
20
UserCPU time millis training
1390