Run
241878

Run 241878

Task 4547 (Supervised Classification) waveform-5000 Uploaded 02-03-2015 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)_K1
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
0.7791
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8029
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5593
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
26961.0496
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1971
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
50000
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
0.8027
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8031
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8031
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4401
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4437
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9377
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1342.5243
UserCPU time millis
6810
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
6810
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)