DEVELOPMENT... OpenML
Run
19219

Run 19219

Task 4 (Supervised Classification) labor Uploaded 12-06-2014 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
0.9878
Per class
F measure
0.9649
Per class
Kappa
0.923
KB relative information score
40.2372
Mean absolute error
0.1476
Mean prior absolute error
0.457
Number of instances
57
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9649
Per class
Predictive accuracy
0.9649
Prior entropy
0.9393
Recall
0.9649
Per class
Relative absolute error
0.3229
Root mean prior squared error
0.4773
Root mean squared error
0.23
Root relative squared error
0.4819
SciMark benchmark
935.6148[561.39063748653551008.6129694937686479.77736813077775882.34258779556971745.9505424238596]