DEVELOPMENT... OpenML
Run
29427

Run 29427

Task 1921 (Supervised Classification) soybean Uploaded 11-10-2014 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
0.9958
Per class
Build CPU time
0.2511
Build memory
1832783826.0322
F measure
0.9309
Per class
Kappa
0.925
KB relative information score
6261.7771
Mean absolute error
0.0145
Mean prior absolute error
0.0961
Number of instances
6830
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9326
Per class
Predictive accuracy
0.9316
Prior entropy
3.8572
Recall
0.9316
Per class
Relative absolute error
0.1509
Root mean prior squared error
0.2191
Root mean squared error
0.0758
Root relative squared error
0.3458
SciMark benchmark
932.8249