DEVELOPMENT... OpenML
Run
61171

Run 61171

Task 270 (Supervised Classification) glass 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
0.8348
Per class
Build CPU time
0.003
Build memory
769854304
F measure
0.5291
Per class
Kappa
0.4383
KB relative information score
23.1843
Mean absolute error
0.1688
Mean prior absolute error
0.2127
Number of instances
70
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.5499
Per class
Predictive accuracy
0.5857
Prior entropy
2.2315
Recall
0.5857
Per class
Relative absolute error
0.7935
Root mean prior squared error
0.3261
Root mean squared error
0.2837
Root relative squared error
0.87
SciMark benchmark
821.7292