DEVELOPMENT... OpenML
Run
28801

Run 28801

Task 280 (Supervised Classification) heart-h Uploaded 09-10-2014 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_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.888
Per class
Build CPU time
0.049
Build memory
1219942800
F measure
0.8117
Per class
Kappa
0.5874
KB relative information score
44.5784
Mean absolute error
0.0977
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.812
Per class
Predictive accuracy
0.8144
Prior entropy
1.0314
Recall
0.8144
Per class
Relative absolute error
0.5231
Root mean prior squared error
0.3038
Root mean squared error
0.2257
Root relative squared error
0.743
SciMark benchmark
923.5856