DEVELOPMENT... OpenML
Run
123131

Run 123131

Task 3481 (Supervised Classification) isolet Uploaded 17-12-2014 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)_I80
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
0.9632
Per class
Build CPU time
0.1747
Build memory
787956988.3094
F measure
0.6559
Per class
Kappa
0.6849
KB relative information score
2501.4328
Mean absolute error
0.0681
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7514
Per class
Predictive accuracy
0.6971
Prior entropy
4.7004
Recall
0.6971
Per class
Relative absolute error
0.9203
Root mean prior squared error
0.1923
Root mean squared error
0.1816
Root relative squared error
0.9442
SciMark benchmark
872.1114

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