DEVELOPMENT... OpenML
Run
61629

Run 61629

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)_I20
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
0.9049
Per class
Build CPU time
0.0024
Build memory
926576760.6882
F measure
0.7972
Per class
Kappa
0.5721
KB relative information score
43.0554
Mean absolute error
0.2621
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
0.8003
Per class
Predictive accuracy
0.7957
Prior entropy
0.9573
Recall
0.7957
Per class
Relative absolute error
0.5577
Root mean prior squared error
0.4845
Root mean squared error
0.3499
Root relative squared error
0.7222
SciMark benchmark
813.0234