Run
300498

Run 300498

Task 1703 (Learning Curve) labor Uploaded 17-03-2015 by Joaquin Vanschoren
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Flow

weka.Logistic(5)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(5)_R1.0E-8
weka.Logistic(5)_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
0.9818 ± 0.0593
Per class
F measure
0.9476 ± 0.112
Per class
Kappa
0.8858 ± 0.2486
KB relative information score
0.8804 ± 0.2539
Mean absolute error
0.0526 ± 0.1088
Mean prior absolute error
0.457 ± 0.0218
Number of instances
57
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9486 ± 0.1073
Per class
Predictive accuracy
0.9474 ± 0.1125
Prior entropy
0.9349 ± 0.0648
Recall
0.9474 ± 0.1125
Per class
Relative absolute error
0.1151 ± 0.2408
Root mean prior squared error
0.4773 ± 0.023
Root mean squared error
0.2244 ± 0.2054
Root relative squared error
0.4702 ± 0.4353
SciMark benchmark
1326.9152