Run
1812077

Run 1812077

Task 1714 (Learning Curve) breast-w 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
0.9933 ± 0.0049
Per class
F measure
0.9613 ± 0.0253
Per class
Kappa
0.9143 ± 0.0561
KB relative information score
624.8969 ± 3.1428
Mean absolute error
0.0495 ± 0.0185
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9613 ± 0.0248
Per class
Predictive accuracy
0.9614 ± 0.0253
Prior entropy
0.9297
Recall
0.9614 ± 0.0253
Per class
Relative absolute error
0.1095 ± 0.041
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.168 ± 0.0544
Root relative squared error
0.3534 ± 0.1143
SciMark benchmark
1543.6261
UserCPU time millis
30
UserCPU time millis training
30