DEVELOPMENT... OpenML
Run
31647

Run 31647

Task 4623 (Supervised Classification) pc1 Uploaded 13-10-2014 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)_I160
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
0.8625
Per class
Build CPU time
3.0295
Build memory
1247636055.2895
F measure
0.9221
Per class
Kappa
0.3064
KB relative information score
-1308.375
Mean absolute error
0.0963
Mean prior absolute error
0.1299
Number of instances
11090
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9202
Per class
Predictive accuracy
0.9353
Prior entropy
0.3667
Recall
0.9353
Per class
Relative absolute error
0.7413
Root mean prior squared error
0.2542
Root mean squared error
0.2239
Root relative squared error
0.8807
SciMark benchmark
929.266