DEVELOPMENT... OpenML
Run
63051

Run 63051

Task 3574 (Supervised Classification) rmftsa_sleepdata 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)_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
0.6543
Per class
Build CPU time
0.0126
Build memory
188875212.3594
F measure
0.3788
Per class
Kappa
0.1834
KB relative information score
108.7936
Mean absolute error
0.3296
Mean prior absolute error
0.3514
Number of instances
1024
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.3181
Per class
Predictive accuracy
0.4736
Prior entropy
1.8507
Recall
0.4736
Per class
Relative absolute error
0.9378
Root mean prior squared error
0.4191
Root mean squared error
0.4039
Root relative squared error
0.9635
SciMark benchmark
872.1114