DEVELOPMENT... OpenML
Run
6708

Run 6708

Task 5 (Supervised Classification) arrhythmia Uploaded 15-05-2014 by Felicia West
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Flow

weka.RandomSubSpace_REPTree(1)Tin Kam Ho (1998). The Random Subspace Method for Constructing Decision Forests. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(8):832-844. URL http://citeseer.ist.psu.edu/ho98random.html.
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
weka.RandomSubSpace_REPTree(1)_I10
weka.RandomSubSpace_REPTree(1)_P0.5
weka.RandomSubSpace_REPTree(1)_S1
weka.RandomSubSpace_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.RandomSubSpace_REPTree(1)_num-slots1

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
0.8546
Per class
F measure
0.6263
Per class
Kappa
0.4717
KB relative information score
175.41
Mean absolute error
0.0625
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5815
Per class
Predictive accuracy
0.6925
Prior entropy
2.5222
Recall
0.6925
Per class
Relative absolute error
0.7302
Root mean prior squared error
0.2055
Root mean squared error
0.1681
Root relative squared error
0.8182
SciMark benchmark
907.5974[562.83983636088461012.0561783624415482.14720472367435907.07263143401181573.8712646410706]