DEVELOPMENT... OpenML
Run
62971

Run 62971

Task 3021 (Supervised Classification) sick 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
0.9395
Per class
Build CPU time
0.035
Build memory
2070721399.4995
F measure
0.9679
Per class
Kappa
0.742
KB relative information score
1879.1628
Mean absolute error
0.0497
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9725
Per class
Predictive accuracy
0.9655
Prior entropy
0.3333
Recall
0.9655
Per class
Relative absolute error
0.4313
Root mean prior squared error
0.2398
Root mean squared error
0.1568
Root relative squared error
0.6541
SciMark benchmark
898.2249