Run
1672990

Run 1672990

Task 14966 (Supervised Classification) Bioresponse Uploaded 21-07-2016 by Jan van Rijn
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Flow

weka.Bagging_RandomForest(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.Bagging_RandomForest(9)_P100
weka.Bagging_RandomForest(9)_S1
weka.Bagging_RandomForest(9)_num-slots1
weka.Bagging_RandomForest(9)_I10
weka.Bagging_RandomForest(9)_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
0.8741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.602
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1342.7944
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3385
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8028
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7796
Cross-validation details (10-fold Crossvalidation)