Run
15343

Run 15343

Task 1736 (Learning Curve) diabetes Uploaded 04-06-2014 by Jan van Rijn
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(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
0.802 ± 0.0513
Per class
F measure
0.7406 ± 0.049
Per class
Kappa
0.4175 ± 0.1101
KB relative information score
0.319 ± 0.0646
Mean absolute error
0.3086 ± 0.0257
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
768
Per class
OS information
[ Oracle Corporation, 1.7.0_15, amd64, Linux, 3.5.0-27-generic ]
Precision
0.7428 ± 0.0472
Per class
Predictive accuracy
0.75 ± 0.0429
Prior entropy
0.9331 ± 0.0046
Recall
0.75 ± 0.0429
Per class
Relative absolute error
0.679 ± 0.0563
Root mean prior squared error
0.4766 ± 0.0016
Root mean squared error
0.4162 ± 0.0324
Root relative squared error
0.8733 ± 0.0673
SciMark benchmark
871.8556