Run
6131504

Run 6131504

Task 146609 (Supervised Classification) xerces-init Uploaded 23-08-2017 by Silvia Nunes
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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
0.694
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.1506
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3292
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10-fold Crossvalidation)
Number of instances
162
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.6672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9983
Cross-validation details (10-fold Crossvalidation)
Recall
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.66
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5656
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1325
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1152.5657
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)