Run
25626

Run 25626

Task 91 (Learning Curve) pendigits Uploaded 19-08-2014 by Jan van Rijn
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Flow

weka.Logistic(2)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(2)_M-1
weka.Logistic(2)_R1.0E-8

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.

21 Evaluation measures

Area under ROC curve
0.9976 ± 0.0007
Per class
Build CPU time
41.1148
Build memory
4847320083.77
F measure
0.955 ± 0.0058
Per class
Kappa
0.95 ± 0.0064
KB relative information score
0.9497 ± 0.0042
Mean absolute error
0.0142 ± 0.0009
Mean prior absolute error
0.18 ± 0
Number of instances
109920
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.955 ± 0.0057
Per class
Predictive accuracy
0.955 ± 0.0058
Prior entropy
3.3208 ± 0.0002
Recall
0.955 ± 0.0058
Per class
Relative absolute error
0.0789 ± 0.0048
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.0836 ± 0.0045
Root relative squared error
0.2787 ± 0.015
SciMark benchmark
1124.356[688.0633455396644962.9959261374813526.6021608242028948.07953003345362496.0390419510277]