Run
201906

Run 201906

Task 4470 (Supervised Classification) sleuth_case2002 Uploaded 27-02-2015 by Jan van Rijn
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_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
0.6197
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5759
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1519
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
205.614
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4284
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1470
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.578
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.5755
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9974
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.5755
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.86
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5373
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0766
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1384.4418