DEVELOPMENT... OpenML
Run
60633

Run 60633

Task 52 (Supervised Classification) heart-statlog 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)_I10
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
0.8594
Per class
Build CPU time
0.0013
Build memory
875043557.6
F measure
0.7691
Per class
Kappa
0.5311
KB relative information score
95.1847
Mean absolute error
0.3383
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7699
Per class
Predictive accuracy
0.7704
Prior entropy
0.9912
Recall
0.7704
Per class
Relative absolute error
0.6851
Root mean prior squared error
0.4969
Root mean squared error
0.393
Root relative squared error
0.7909
SciMark benchmark
1212.2248