DEVELOPMENT... OpenML
Run
82692

Run 82692

Task 1806 (Supervised Classification) haberman Uploaded 02-12-2014 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(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I160
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.6141
Per class
Build CPU time
0.0635
Build memory
97168747.2
F measure
0.6657
Per class
Kappa
0.0889
KB relative information score
26.353
Mean absolute error
0.3655
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6721
Per class
Predictive accuracy
0.7294
Prior entropy
0.836
Recall
0.7294
Per class
Relative absolute error
0.9373
Root mean prior squared error
0.4412
Root mean squared error
0.4365
Root relative squared error
0.9894
SciMark benchmark
945.5795