Run
1812080

Run 1812080

Task 1720 (Learning Curve) car 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
0.9902 ± 0.0049
Per class
F measure
0.9336 ± 0.0216
Per class
Kappa
0.8553 ± 0.0459
KB relative information score
1455.555 ± 6.2837
Mean absolute error
0.0427 ± 0.0076
Mean prior absolute error
0.229 ± 0.0007
Number of instances
1728
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9341 ± 0.0216
Per class
Predictive accuracy
0.9334 ± 0.0216
Prior entropy
1.2099
Recall
0.9334 ± 0.0216
Per class
Relative absolute error
0.1867 ± 0.0336
Root mean prior squared error
0.3381 ± 0.001
Root mean squared error
0.1511 ± 0.02
Root relative squared error
0.4469 ± 0.0595
SciMark benchmark
1208.8893
UserCPU time millis
450
UserCPU time millis training
450