Run
554874

Run 554874

Task 3999 (Supervised Classification) AP_Breast_Ovary Uploaded 11-04-2016 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)_K2
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
0.9449
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9122
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
456.2466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0719
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4639
Cross-validation details (10-fold Crossvalidation)
Number of instances
542
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
0.9251
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9151
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9474
Cross-validation details (10-fold Crossvalidation)
Recall
0.9151
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.155
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4815
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2361
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4903
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1128.4226
UserCPU time millis
37660
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
37660
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)