DEVELOPMENT... OpenML
Run
19419

Run 19419

Task 37 (Supervised Classification) diabetes Uploaded 13-06-2014 by Felicia West
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Flow

weka.BFTree(1)Haijian Shi (2007). Best-first decision tree learning. Hamilton, NZ. Jerome Friedman, Trevor Hastie, Robert Tibshirani (2000). Additive logistic regression : A statistical view of boosting. Annals of statistics. 28(2):337-407.
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1

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
0.7035
Per class
F measure
0.7271
Per class
Kappa
0.3881
KB relative information score
188.7001
Mean absolute error
0.3513
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
0.7273
Per class
Predictive accuracy
0.7357
Prior entropy
0.9335
Recall
0.7357
Per class
Relative absolute error
0.773
Root mean prior squared error
0.4766
Root mean squared error
0.4446
Root relative squared error
0.9328
SciMark benchmark
942.2099[565.39404163109531012.8541257252805474.05817848535905.5060508708661753.2370197795062]