DEVELOPMENT... OpenML
Run
64230

Run 64230

Task 3605 (Supervised Classification) sleep Uploaded 17-11-2014 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)_I160
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
0.7262
Per class
Build CPU time
0.0217
Build memory
956356644.2581
F measure
0.7411
Per class
Kappa
0.4795
KB relative information score
16.712
Mean absolute error
0.3837
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7419
Per class
Predictive accuracy
0.7419
Prior entropy
0.9972
Recall
0.7419
Per class
Relative absolute error
0.7706
Root mean prior squared error
0.499
Root mean squared error
0.4538
Root relative squared error
0.9095
SciMark benchmark
1248.2043