Run
2335688

Run 2335688

Task 11 (Supervised Classification) balance-scale Uploaded 23-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_RandomForest(2)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(12)_P80
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K250
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.AttributeSelectedClassifier_RandomForest(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomForest(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomForest(2)_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
0.9474
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6756
Cross-validation details (10-fold Crossvalidation)
KB relative information score
359.0716
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1497
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8312
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8128
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.8128
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3943
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2832
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6501
Cross-validation details (10-fold Crossvalidation)