Run
6069607

Run 6069607

Task 58 (Supervised Classification) waveform-5000 Uploaded 11-08-2017 by Miguel Cachada
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Flow

weka.IBk(11)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(11)_K1
weka.IBk(11)_W0
weka.IBk(11)_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
0.7992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7323
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5986
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3167.4918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1786
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7322
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7324
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7324
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4018
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8957
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1821.2083
UserCPU time millis
2560
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2560
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)