DEVELOPMENT... OpenML
Run
24511

Run 24511

Task 20 (Supervised Classification) mfeat-pixel Uploaded 11-07-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I40
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.9955
Per class
F measure
0.9609
Per class
Kappa
0.9567
KB relative information score
1531.1222
Mean absolute error
0.0757
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
0.9611
Per class
Predictive accuracy
0.961
Prior entropy
3.3219
Recall
0.961
Per class
Relative absolute error
0.4206
Root mean prior squared error
0.3
Root mean squared error
0.1484
Root relative squared error
0.4947
SciMark benchmark
949.7554[569.08339557480821015.7907504114269484.10363182779514911.80521739130441767.9939646936223]