Run
2057562

Run 2057562

Task 145682 (Supervised Classification) spectrometer Uploaded 18-04-2017 by Olof Morra
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K0
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.supervised.attribute.PartitionMembership -W weka.classifiers.trees.J48 -- -C 0.25 -M 2
weka.FilteredClassifier_RandomForest(4)_Wweka.classifiers.trees.RandomForest

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
0.7986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4477
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4205
Cross-validation details (10-fold Crossvalidation)
KB relative information score
228.0193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0233
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
0.4511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4501
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.4501
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1402
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9967
Cross-validation details (10-fold Crossvalidation)