Run
1812170

Run 1812170

Task 125913 (Learning Curve) Click_prediction_small 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
0.6309 ± 0.0093
Per class
F measure
0.7578 ± 0.001
Per class
Kappa
0.011 ± 0.0041
KB relative information score
-2903.9442 ± 27.5486
Mean absolute error
0.2718 ± 0.0009
Mean prior absolute error
0.2801 ± 0.0001
Number of instances
39948
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8102 ± 0.0387
Per class
Predictive accuracy
0.8323 ± 0.0007
Prior entropy
0.6541
Recall
0.8323 ± 0.0007
Per class
Relative absolute error
0.9704 ± 0.0032
Root mean prior squared error
0.3742 ± 0.0001
Root mean squared error
0.3686 ± 0.0008
Root relative squared error
0.9849 ± 0.0021
SciMark benchmark
1516.8473
UserCPU time millis
1180
UserCPU time millis testing
60
UserCPU time millis training
1120