Run
203029

Run 203029

Task 4231 (Supervised Classification) re0.wc Uploaded 27-02-2015 by Joaquin Vanschoren
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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)_K5
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
0.8306
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5422
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4215
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
7226.3868
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0764
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1176
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
15040
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
0.617
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.57
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.6539
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.57
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6497
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2422
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2078
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8578
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1325.2092
UserCPU time millis
4320
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
4320
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)