Run
1669388

Run 1669388

Task 9905 (Supervised Classification) autoUniv-au7-700 Uploaded 20-07-2016 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.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
0.5788
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3505
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
84.1167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4108
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4437
Cross-validation details (10-fold Crossvalidation)
Number of instances
700
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3843
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4343
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5824
Cross-validation details (10-fold Crossvalidation)
Recall
0.4343
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9258
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4533
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9625
Cross-validation details (10-fold Crossvalidation)