Run
2040439

Run 2040439

Task 145682 (Supervised Classification) spectrometer Uploaded 11-04-2017 by Rens Oostenbach
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Flow

weka.RandomTree(14)Weka implementation of RandomTree
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1

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
0.7489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3458
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
194.8215
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0275
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
0.3604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3635
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.3635
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6945
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0322
Cross-validation details (10-fold Crossvalidation)