DEVELOPMENT... OpenML
Run
65111

Run 65111

Task 3481 (Supervised Classification) isolet Uploaded 19-11-2014 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
0.9615
Per class
Build CPU time
0.0168
Build memory
588086266.954
F measure
0.6462
Per class
Kappa
0.6779
KB relative information score
2507.4422
Mean absolute error
0.068
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
0.7447
Per class
Predictive accuracy
0.6903
Prior entropy
4.7004
Recall
0.6903
Per class
Relative absolute error
0.9199
Root mean prior squared error
0.1923
Root mean squared error
0.1815
Root relative squared error
0.944
SciMark benchmark
1228.4184