DEVELOPMENT... OpenML
Run
77800

Run 77800

Task 52 (Supervised Classification) heart-statlog 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)_I80
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
0.9001
Per class
Build CPU time
3.8407
Build memory
710591408
F measure
0.8289
Per class
Kappa
0.6527
KB relative information score
127.1177
Mean absolute error
0.2781
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8297
Per class
Predictive accuracy
0.8296
Prior entropy
0.9912
Recall
0.8296
Per class
Relative absolute error
0.5631
Root mean prior squared error
0.4969
Root mean squared error
0.3576
Root relative squared error
0.7197
SciMark benchmark
940.7455