Run
1669401

Run 1669401

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.Bagging_DecisionStump(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(3)_P100
weka.Bagging_DecisionStump(3)_S1
weka.Bagging_DecisionStump(3)_num-slots1
weka.Bagging_DecisionStump(3)_I10
weka.Bagging_DecisionStump(3)_Wweka.classifiers.trees.DecisionStump

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
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6287
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2140.3555
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2121
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3312
Cross-validation details (10-fold Crossvalidation)
Number of instances
5456
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.616
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.6996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6404
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8003
Cross-validation details (10-fold Crossvalidation)