DEVELOPMENT... OpenML
Run
64857

Run 64857

Task 58 (Supervised Classification) waveform-5000 Uploaded 18-11-2014 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
0.8521
Per class
Build CPU time
0.1724
Build memory
1183992630.4
F measure
0.5679
Per class
Kappa
0.4443
KB relative information score
1570.902
Mean absolute error
0.3476
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6972
Per class
Predictive accuracy
0.6284
Prior entropy
1.5849
Recall
0.6284
Per class
Relative absolute error
0.7822
Root mean prior squared error
0.4714
Root mean squared error
0.4033
Root relative squared error
0.8556
SciMark benchmark
813.0234