Run
2083042

Run 2083042

Task 145682 (Supervised Classification) spectrometer Uploaded 21-04-2017 by Zeno van Cauter
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.RandomizableFilteredClassifier_RandomForest(1)Weka implementation of RandomizableFilteredClassifier
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.RandomForest(12)_batch-size97
weka.RandomizableFilteredClassifier_RandomForest(1)_S1
weka.RandomizableFilteredClassifier_RandomForest(1)_Fweka.filters.unsupervised.attribute.RandomProjection -N 10 -R 42 -D Sparse1
weka.RandomizableFilteredClassifier_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.RandomizableFilteredClassifier_RandomForest(1)_batch-size97

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
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5474
Cross-validation details (10-fold Crossvalidation)
KB relative information score
309.2964
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0243
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
0.5465
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.5725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.109
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.775
Cross-validation details (10-fold Crossvalidation)