DEVELOPMENT... OpenML
Run
16860

Run 16860

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 05-06-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I20
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
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
0.9977
Per class
F measure
0.9621
Per class
Kappa
0.9578
KB relative information score
1576.7071
Mean absolute error
0.069
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9624
Per class
Predictive accuracy
0.962
Prior entropy
3.3219
Recall
0.962
Per class
Relative absolute error
0.3832
Root mean prior squared error
0.3
Root mean squared error
0.1383
Root relative squared error
0.4611
SciMark benchmark
944.2324[559.41007791153281014.1868590421574482.36378704342826908.01528932595751757.1857345400422]