DEVELOPMENT... OpenML
Run
21455

Run 21455

Task 9 (Supervised Classification) autos Uploaded 19-06-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I160
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
0.9604
Per class
F measure
0.8581
Per class
Kappa
0.8158
KB relative information score
140.359
Mean absolute error
0.0937
Mean prior absolute error
0.2209
Number of instances
205
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8593
Per class
Predictive accuracy
0.8585
Prior entropy
2.3268
Recall
0.8585
Per class
Relative absolute error
0.4242
Root mean prior squared error
0.3318
Root mean squared error
0.1916
Root relative squared error
0.5775
SciMark benchmark
937.0882[561.5713252099507981.6377737941469484.10363182779514907.70082742804311750.4274146326452]