Run
276978

Run 276978

Task 1932 (Supervised Classification) heart-statlog Uploaded 07-03-2015 by Joaquin Vanschoren
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Flow

weka.RandomSubSpace_REPTree(4)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(9)_M2
weka.REPTree(9)_V0.001
weka.REPTree(9)_N3
weka.REPTree(9)_S1
weka.REPTree(9)_L-1
weka.REPTree(9)_I0.0
weka.RandomSubSpace_REPTree(4)_P0.5
weka.RandomSubSpace_REPTree(4)_S1
weka.RandomSubSpace_REPTree(4)_num-slots1
weka.RandomSubSpace_REPTree(4)_I20
weka.RandomSubSpace_REPTree(4)_Wweka.classifiers.trees.REPTree

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.

22 Evaluation measures

0.8863
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.8224
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.6393
Cross-validation details (10 times 10-fold Crossvalidation)
1037.0982
Cross-validation details (10 times 10-fold Crossvalidation)
0.3268
Cross-validation details (10 times 10-fold Crossvalidation)
0.4939
Cross-validation details (10 times 10-fold Crossvalidation)
2700
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
0.8247
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.8237
Cross-validation details (10 times 10-fold Crossvalidation)
0.9912
Cross-validation details (10 times 10-fold Crossvalidation)
0.8237
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
0.6617
Cross-validation details (10 times 10-fold Crossvalidation)
0.4969
Cross-validation details (10 times 10-fold Crossvalidation)
0.3756
Cross-validation details (10 times 10-fold Crossvalidation)
0.7559
Cross-validation details (10 times 10-fold Crossvalidation)
1320.9026
20
Cross-validation details (10 times 10-fold Crossvalidation)
Cross-validation details (10 times 10-fold Crossvalidation)
20
Cross-validation details (10 times 10-fold Crossvalidation)