DEVELOPMENT... OpenML
Run
63406

Run 63406

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.9175
Per class
Build CPU time
0.0158
Build memory
180809139.2505
F measure
0.8266
Per class
Kappa
0.0827
KB relative information score
184.4875
Mean absolute error
0.1363
Mean prior absolute error
0.225
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
0.8929
Per class
Predictive accuracy
0.8779
Prior entropy
0.5574
Recall
0.8779
Per class
Relative absolute error
0.6055
Root mean prior squared error
0.3346
Root mean squared error
0.2576
Root relative squared error
0.77
SciMark benchmark
1024.2267