DEVELOPMENT... OpenML
Run
8580

Run 8580

Task 36 (Supervised Classification) segment Uploaded 22-05-2014 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.

17 Evaluation measures

Area under ROC curve
0.9976
Per class
F measure
0.9637
Per class
Kappa
0.9576
KB relative information score
2141.1101
Mean absolute error
0.0306
Mean prior absolute error
0.2449
Number of instances
2310
Per class
Precision
0.964
Per class
Predictive accuracy
0.9636
Prior entropy
2.8074
Recall
0.9636
Per class
Relative absolute error
0.1249
Root mean prior squared error
0.3499
Root mean squared error
0.0993
Root relative squared error
0.2837