Run
1669400

Run 1669400

Task 9955 (Supervised Classification) one-hundred-plants-shape 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
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0178
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
196.8383
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0196
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0252
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.0375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.0375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9918
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0989
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9943
Cross-validation details (10-fold Crossvalidation)