DEVELOPMENT... OpenML
Run
12787

Run 12787

Task 27 (Supervised Classification) colic Uploaded 22-05-2014 by Felicia West
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I11
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
0.8948
Per class
F measure
0.8462
Per class
Kappa
0.6674
KB relative information score
167.3908
Mean absolute error
0.2709
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8466
Per class
Predictive accuracy
0.8478
Prior entropy
0.9509
Recall
0.8478
Per class
Relative absolute error
0.5811
Root mean prior squared error
0.4827
Root mean squared error
0.3459
Root relative squared error
0.7166
SciMark benchmark
916.4[568.3416867865502857.5678798364443483.449727694041911.48820099582031761.152276377127]