DEVELOPMENT... OpenML
Run
57382

Run 57382

Task 3888 (Supervised Classification) grub-damage Uploaded 13-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I40
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.7457
Per class
Build CPU time
4.1288
Build memory
480528184.671
F measure
0.7142
Per class
Kappa
0.3251
KB relative information score
34.4408
Mean absolute error
0.3285
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
0.711
Per class
Predictive accuracy
0.7226
Prior entropy
0.9027
Recall
0.7226
Per class
Relative absolute error
0.7583
Root mean prior squared error
0.465
Root mean squared error
0.4403
Root relative squared error
0.9469
SciMark benchmark
944.3501