DEVELOPMENT... OpenML
Run
60558

Run 60558

Task 2079 (Supervised Classification) eucalyptus Uploaded 16-11-2014 by Felicia West
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Flow

weka.Bagging_LWL_DecisionStump(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(2)_I10
weka.Bagging_LWL_DecisionStump(2)_P100
weka.Bagging_LWL_DecisionStump(2)_S1
weka.Bagging_LWL_DecisionStump(2)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(2)_num-slots1
weka.LWL_DecisionStump(2)_Atrue
weka.LWL_DecisionStump(2)_K-1
weka.LWL_DecisionStump(2)_U0
weka.LWL_DecisionStump(2)_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.

21 Evaluation measures

Area under ROC curve
0.8478
Per class
Build CPU time
0.0022
Build memory
2438761927.413
F measure
0.419
Per class
Kappa
0.3636
KB relative information score
262.2738
Mean absolute error
0.2365
Mean prior absolute error
0.3132
Number of instances
736
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.3822
Per class
Predictive accuracy
0.5326
Prior entropy
2.2629
Recall
0.5326
Per class
Relative absolute error
0.7549
Root mean prior squared error
0.3957
Root mean squared error
0.337
Root relative squared error
0.8517
SciMark benchmark
824.2652