OpenML
550797

Run 550797

Task 3962 (Supervised Classification) OVA_Breast Uploaded 09-04-2016 by Jan van Rijn
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K10
weka.IBk(7)_W0
weka.IBk(7)_Atrue

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
0.9645
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9395
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1072.5679
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9392
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2986
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5308
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1392.869
UserCPU time millis
264810
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
264800
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)