DEVELOPMENT... OpenML
Run
7863

Run 7863

Task 21 (Supervised Classification) car Uploaded 22-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I70
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.9879
Per class
F measure
0.9233
Per class
Kappa
0.8357
KB relative information score
1354.5953
Mean absolute error
0.0625
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
0.9265
Per class
Predictive accuracy
0.9236
Prior entropy
1.2099
Recall
0.9236
Per class
Relative absolute error
0.273
Root mean prior squared error
0.3381
Root mean squared error
0.1664
Root relative squared error
0.4921
SciMark benchmark
945.7532[559.76915123019011015.7907504114269483.0147548568529912.43998791392861757.751385454742]