Run
25525

Run 25525

Task 96 (Learning Curve) diabetes Uploaded 18-08-2014 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
0.8305 ± 0.0484
Per class
Build CPU time
0.0054
Build memory
1612189344.2
F measure
0.768 ± 0.0488
Per class
Kappa
0.4802 ± 0.1105
KB relative information score
0.3323 ± 0.0632
Mean absolute error
0.31 ± 0.0241
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
7680
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.7699 ± 0.051
Per class
Predictive accuracy
0.775 ± 0.0457
Prior entropy
0.9331 ± 0.0044
Recall
0.775 ± 0.0457
Per class
Relative absolute error
0.6821 ± 0.0532
Root mean prior squared error
0.4766 ± 0.0015
Root mean squared error
0.3961 ± 0.0286
Root relative squared error
0.8311 ± 0.0601
SciMark benchmark
1105.2289[676.0622835579297979.1437778324677526.3440412149175922.71732702652842421.8771867722767]