Run
264579

Run 264579

Task 4228 (Supervised Classification) tr23.wc 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
0.6263
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.516
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2898
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
738.4661
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1469
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2385
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2040
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
0.6172
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.5593
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.1253
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.5593
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6159
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3445
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3833
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1125
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
765.566
UserCPU time millis
27260
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
27090
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
170
Cross-validation details (10 times 10-fold Crossvalidation)