DEVELOPMENT... OpenML
Run
12012

Run 12012

Task 48 (Supervised Classification) heart-c Uploaded 22-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I50
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8888
Per class
F measure
0.8275
Per class
Kappa
0.6515
KB relative information score
134.8727
Mean absolute error
0.1127
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8293
Per class
Predictive accuracy
0.8284
Prior entropy
1.0792
Recall
0.8284
Per class
Relative absolute error
0.5623
Root mean prior squared error
0.315
Root mean squared error
0.2282
Root relative squared error
0.7246
SciMark benchmark
916.6097[569.2691585803854858.7143689987028482.79753594534895907.70082742804311764.5664888040972]