Run
1733834

Run 1733834

Task 9909 (Supervised Classification) autoUniv-au1-1000 Uploaded 24-07-2016 by Jan van Rijn
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Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K8
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1

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
0.6867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7637
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.351
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.9443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3841
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7673
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.826
Cross-validation details (10-fold Crossvalidation)
Recall
0.785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8588
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4078
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9309
Cross-validation details (10-fold Crossvalidation)