DEVELOPMENT... OpenML
Run
75509

Run 75509

Task 3497 (Supervised Classification) grub-damage Uploaded 01-12-2014 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_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I10
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.6596
Per class
Build CPU time
0.2451
Build memory
2414859759.8452
F measure
0.4134
Per class
Kappa
0.1923
KB relative information score
31.3157
Mean absolute error
0.3257
Mean prior absolute error
0.3638
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
0.415
Per class
Predictive accuracy
0.4129
Prior entropy
1.9281
Recall
0.4129
Per class
Relative absolute error
0.8952
Root mean prior squared error
0.4263
Root mean squared error
0.4259
Root relative squared error
0.9991
SciMark benchmark
940.6012