DEVELOPMENT... OpenML
Run
29705

Run 29705

Task 3779 (Supervised Classification) fri_c3_100_5 Uploaded 12-10-2014 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
0.9166
Per class
Build CPU time
0.026
Build memory
2906687336
F measure
0.8584
Per class
Kappa
0.7117
KB relative information score
51.5642
Mean absolute error
0.2551
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8634
Per class
Predictive accuracy
0.86
Prior entropy
0.99
Recall
0.86
Per class
Relative absolute error
0.5174
Root mean prior squared error
0.4964
Root mean squared error
0.3398
Root relative squared error
0.6846
SciMark benchmark
936.7853