DEVELOPMENT... OpenML
Run
60768

Run 60768

Task 3725 (Supervised Classification) auto93 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
0.9025
Per class
Build CPU time
0.0013
Build memory
497100798.7097
F measure
0.8295
Per class
Kappa
0.6416
KB relative information score
43.4858
Mean absolute error
0.2593
Mean prior absolute error
0.4701
Number of instances
93
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8342
Per class
Predictive accuracy
0.828
Prior entropy
0.9573
Recall
0.828
Per class
Relative absolute error
0.5516
Root mean prior squared error
0.4845
Root mean squared error
0.3517
Root relative squared error
0.7259
SciMark benchmark
813.0234