DEVELOPMENT... OpenML
Run
6967

Run 6967

Task 54 (Supervised Classification) hepatitis Uploaded 21-05-2014 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_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I50
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
0.8415
Per class
F measure
0.7752
Per class
Kappa
0.2541
KB relative information score
27.8647
Mean absolute error
0.2537
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7764
Per class
Predictive accuracy
0.8065
Prior entropy
0.7418
Recall
0.8065
Per class
Relative absolute error
0.7693
Root mean prior squared error
0.4048
Root mean squared error
0.3501
Root relative squared error
0.8649
SciMark benchmark
948.5772[562.65828827718581015.7906865781697484.75925509327664910.53832226537881769.1393263693276]