Run
1812138

Run 1812138

Task 125869 (Learning Curve) kc2 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
0.8156 ± 0.0432
Per class
F measure
0.8112 ± 0.0648
Per class
Kappa
0.3864 ± 0.2048
KB relative information score
133.2006 ± 5.048
Mean absolute error
0.2252 ± 0.0254
Mean prior absolute error
0.3266 ± 0.0052
Number of instances
522
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8084 ± 0.0724
Per class
Predictive accuracy
0.8257 ± 0.0585
Prior entropy
0.734
Recall
0.8257 ± 0.0585
Per class
Relative absolute error
0.6895 ± 0.0742
Root mean prior squared error
0.4037 ± 0.0065
Root mean squared error
0.3538 ± 0.0412
Root relative squared error
0.8764 ± 0.0971
SciMark benchmark
1236.5416
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30