Run
2054546

Run 2054546

Task 145682 (Supervised Classification) spectrometer Uploaded 18-04-2017 by Derek Lagrouw
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_FilteredClassifier_RandomForest(1)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)_S1500
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.attribute.RandomProjection -N 20 -R 1400 -D Gaussian
weka.FilteredClassifier_RandomForest(4)_Wweka.classifiers.trees.RandomForest
weka.FilteredClassifier_FilteredClassifier_RandomForest(1)_Fweka.filters.unsupervised.attribute.Remove -R 1
weka.FilteredClassifier_FilteredClassifier_RandomForest(1)_Wweka.classifiers.meta.FilteredClassifier

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
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4935
Cross-validation details (10-fold Crossvalidation)
KB relative information score
305.2041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0255
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
0.4832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5217
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5217
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6435
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1106
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7862
Cross-validation details (10-fold Crossvalidation)