DEVELOPMENT... OpenML
Run
77038

Run 77038

Task 280 (Supervised Classification) heart-h Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I40
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
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
1.442
Build memory
2519526136
F measure
0.8177
Per class
Kappa
0.5975
KB relative information score
44.4903
Mean absolute error
0.0991
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8275
Per class
Predictive accuracy
0.8247
Prior entropy
1.0314
Recall
0.8247
Per class
Relative absolute error
0.5305
Root mean prior squared error
0.3038
Root mean squared error
0.2175
Root relative squared error
0.7161
SciMark benchmark
942.2973