DEVELOPMENT... OpenML
Run
88762

Run 88762

Task 3481 (Supervised Classification) isolet Uploaded 03-12-2014 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)_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
0.9629
Per class
Build CPU time
0.083
Build memory
773868134.4702
F measure
0.6532
Per class
Kappa
0.6828
KB relative information score
2502.9572
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
0.7492
Per class
Predictive accuracy
0.695
Prior entropy
4.7004
Recall
0.695
Per class
Relative absolute error
0.9202
Root mean prior squared error
0.1923
Root mean squared error
0.1816
Root relative squared error
0.9441
SciMark benchmark
824.2652