DEVELOPMENT... OpenML
Run
32843

Run 32843

Task 4593 (Supervised Classification) grub-damage Uploaded 14-10-2014 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
0.7812
Per class
Build CPU time
0.056
Build memory
2810435512.8826
F measure
0.7511
Per class
Kappa
0.4069
KB relative information score
374.8353
Mean absolute error
0.3371
Mean prior absolute error
0.4332
Number of instances
1550
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7545
Per class
Predictive accuracy
0.7645
Prior entropy
0.9027
Recall
0.7645
Per class
Relative absolute error
0.778
Root mean prior squared error
0.465
Root mean squared error
0.4089
Root relative squared error
0.8793
SciMark benchmark
947.8302