Run
264509

Run 264509

Task 4198 (Supervised Classification) monks-problems-2 Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.IB1(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.

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
0.7771
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8015
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.558
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
3252.977
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1978
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
6010
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
0.801
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8022
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8022
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4389
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4448
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9371
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1270.2428
UserCPU time millis
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10 times 10-fold Crossvalidation)