DEVELOPMENT... OpenML
Run
20328

Run 20328

Task 21 (Supervised Classification) car Uploaded 18-06-2014 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_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I80
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
0.9948
Per class
F measure
0.9499
Per class
Kappa
0.8923
KB relative information score
1258.8563
Mean absolute error
0.0834
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9512
Per class
Predictive accuracy
0.9502
Prior entropy
1.2099
Recall
0.9502
Per class
Relative absolute error
0.3644
Root mean prior squared error
0.3381
Root mean squared error
0.1661
Root relative squared error
0.4912
SciMark benchmark
936.6542[510.161030740483851014.9881711071126483.88543266528814907.38665814554741766.8499488170112]