DEVELOPMENT... OpenML
Run
20376

Run 20376

Task 42 (Supervised Classification) haberman Uploaded 18-06-2014 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
0.6603
Per class
F measure
0.6401
Per class
Kappa
0.0665
KB relative information score
6.7501
Mean absolute error
0.343
Mean prior absolute error
0.39
Number of instances
306
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6367
Per class
Predictive accuracy
0.6438
Prior entropy
0.836
Recall
0.6438
Per class
Relative absolute error
0.8796
Root mean prior squared error
0.4412
Root mean squared error
0.482
Root relative squared error
1.0926
SciMark benchmark
857.6353[525.3736973109874948.304710923248452.86457555863416863.7364519920011497.897276596249]