DEVELOPMENT... OpenML
Run
31877

Run 31877

Task 3888 (Supervised Classification) grub-damage 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
0.7917
Per class
Build CPU time
0.0805
Build memory
1281835405.3677
F measure
0.7692
Per class
Kappa
0.4505
KB relative information score
40.4158
Mean absolute error
0.3298
Mean prior absolute error
0.4332
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7729
Per class
Predictive accuracy
0.7806
Prior entropy
0.9027
Recall
0.7806
Per class
Relative absolute error
0.7613
Root mean prior squared error
0.465
Root mean squared error
0.404
Root relative squared error
0.8689
SciMark benchmark
919.6389