Run
2040513

Run 2040513

Task 145682 (Supervised Classification) spectrometer Uploaded 12-04-2017 by Rens Oostenbach
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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)_K5
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.

17 Evaluation measures

Area under ROC curve
0.8293
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
246.4694
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0282
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4049
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4049
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1269
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9025
Cross-validation details (10-fold Crossvalidation)