DEVELOPMENT... OpenML
Run
63398

Run 63398

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.9461
Per class
Build CPU time
0.0167
Build memory
174558877.3726
F measure
0.8483
Per class
Kappa
0.2427
KB relative information score
209.726
Mean absolute error
0.1319
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8995
Per class
Predictive accuracy
0.8863
Prior entropy
0.5744
Recall
0.8863
Per class
Relative absolute error
0.5628
Root mean prior squared error
0.3414
Root mean squared error
0.2542
Root relative squared error
0.7445
SciMark benchmark
1024.2267