DEVELOPMENT... OpenML
Run
16709

Run 16709

Task 27 (Supervised Classification) colic Uploaded 04-06-2014 by Felicia West
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Flow

weka.LWL_RandomForest(1)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.LWL_RandomForest(1)_Atrue
weka.LWL_RandomForest(1)_K-1
weka.LWL_RandomForest(1)_U0
weka.LWL_RandomForest(1)_Wweka.classifiers.trees.RandomForest
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
0.8977
Per class
F measure
0.8439
Per class
Kappa
0.663
KB relative information score
182.8078
Mean absolute error
0.2487
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
0.8438
Per class
Predictive accuracy
0.8451
Prior entropy
0.9509
Recall
0.8451
Per class
Relative absolute error
0.5335
Root mean prior squared error
0.4827
Root mean squared error
0.3408
Root relative squared error
0.7059
SciMark benchmark
936.764[563.0215449689991006.5056202244749477.85573387886615913.07564286738091723.3616525539023]