Run
2237608

Run 2237608

Task 26 (Supervised Classification) nursery Uploaded 18-05-2017 by Miguel Cachada
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Flow

weka.RandomForest(12)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K250
weka.RandomForest(12)_M10.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_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
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12157.7399
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0222
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0814
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0927
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2508
Cross-validation details (10-fold Crossvalidation)