Run
1812106

Run 1812106

Task 10055 (Learning Curve) kc1 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
0.8005 ± 0.0526
Per class
F measure
0.827 ± 0.0189
Per class
Kappa
0.2563 ± 0.0701
KB relative information score
159.8077 ± 19.3279
Mean absolute error
0.2081 ± 0.0155
Mean prior absolute error
0.2616 ± 0.0016
Number of instances
2109
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8319 ± 0.0313
Per class
Predictive accuracy
0.8578 ± 0.019
Prior entropy
0.622
Recall
0.8578 ± 0.019
Per class
Relative absolute error
0.7954 ± 0.057
Root mean prior squared error
0.3615 ± 0.0023
Root mean squared error
0.3268 ± 0.0196
Root relative squared error
0.9041 ± 0.052
SciMark benchmark
1871.2807
UserCPU time millis
120
UserCPU time millis training
120