DEVELOPMENT... OpenML
Run
14632

Run 14632

Task 37 (Supervised Classification) diabetes Uploaded 23-05-2014 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
0.8232
Per class
F measure
0.7339
Per class
Kappa
0.4008
KB relative information score
198.9195
Mean absolute error
0.3469
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7428
Per class
Predictive accuracy
0.7487
Prior entropy
0.9335
Recall
0.7487
Per class
Relative absolute error
0.7633
Root mean prior squared error
0.4766
Root mean squared error
0.4042
Root relative squared error
0.8479
SciMark benchmark
947.6248[566.86405431965431015.7906865781697484.9782432137119909.90626928802961760.5845701777503]