DEVELOPMENT... OpenML
Run
20738

Run 20738

Task 36 (Supervised Classification) segment Uploaded 18-06-2014 by Felicia West
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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
0.9981
Per class
F measure
0.9787
Per class
Kappa
0.9753
KB relative information score
2230.6638
Mean absolute error
0.0136
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9788
Per class
Predictive accuracy
0.9788
Prior entropy
2.8074
Recall
0.9788
Per class
Relative absolute error
0.0557
Root mean prior squared error
0.3499
Root mean squared error
0.0717
Root relative squared error
0.2048
SciMark benchmark
936.8812[562.11425968265671007.294835592371475.7385195030516907.70082742804311731.5577861038655]