DEVELOPMENT... OpenML
Run
62739

Run 62739

Task 2125 (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)_I40
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
0.8651
Per class
Build CPU time
0.009
Build memory
881508632
F measure
0.4078
Per class
Kappa
0.3317
KB relative information score
87.7813
Mean absolute error
0.2363
Mean prior absolute error
0.3134
Number of instances
242
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.3617
Per class
Predictive accuracy
0.5041
Prior entropy
2.2629
Recall
0.5041
Per class
Relative absolute error
0.7541
Root mean prior squared error
0.3959
Root mean squared error
0.3373
Root relative squared error
0.852
SciMark benchmark
1223.0194