DEVELOPMENT... OpenML
Run
63454

Run 63454

Task 3650 (Supervised Classification) wind_correlations 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)_I80
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
0.9763
Per class
Build CPU time
0.0106
Build memory
198407940.4444
F measure
0.9556
Per class
Kappa
0.9111
KB relative information score
35.5281
Mean absolute error
0.1183
Mean prior absolute error
0.4998
Number of instances
45
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9556
Per class
Predictive accuracy
0.9556
Prior entropy
0.9997
Recall
0.9556
Per class
Relative absolute error
0.2368
Root mean prior squared error
0.4999
Root mean squared error
0.2288
Root relative squared error
0.4576
SciMark benchmark
898.2249