Run
1812131

Run 1812131

Task 1731 (Learning Curve) pendigits 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
0.9976 ± 0.0008
Per class
F measure
0.9549 ± 0.0078
Per class
Kappa
0.9499 ± 0.0087
KB relative information score
10442.7621 ± 4.6007
Mean absolute error
0.0142 ± 0.0008
Mean prior absolute error
0.18 ± 0
Number of instances
10992
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9549 ± 0.0078
Per class
Predictive accuracy
0.9549 ± 0.0078
Prior entropy
3.3208
Recall
0.9549 ± 0.0078
Per class
Relative absolute error
0.0787 ± 0.0047
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.0833 ± 0.0051
Root relative squared error
0.2777 ± 0.0169
SciMark benchmark
1526.4298
UserCPU time millis
16020
UserCPU time millis testing
100
UserCPU time millis training
15920