Run
1672871

Run 1672871

Task 15 (Supervised Classification) breast-w Uploaded 21-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.RandomForest(9)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(9)_I100
weka.RandomForest(9)_K2
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
0.9919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.934
Cross-validation details (10-fold Crossvalidation)
KB relative information score
612.9299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0606
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.97
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1634
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3438
Cross-validation details (10-fold Crossvalidation)