DEVELOPMENT... OpenML
Run
132268

Run 132268

Task 48 (Supervised Classification) heart-c Uploaded 26-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_RandomForest(2)_I40
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9018
Per class
Build CPU time
0.0537
Build memory
2472249263.0495
F measure
0.8212
Per class
Kappa
0.639
KB relative information score
141.177
Mean absolute error
0.1068
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8218
Per class
Predictive accuracy
0.8218
Prior entropy
1.0792
Recall
0.8218
Per class
Relative absolute error
0.5332
Root mean prior squared error
0.315
Root mean squared error
0.2241
Root relative squared error
0.7115
SciMark benchmark
872.1114