DEVELOPMENT... OpenML
Run
80112

Run 80112

Task 3888 (Supervised Classification) grub-damage Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I20
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.717
Per class
Build CPU time
0.006
Build memory
3054312802.529
F measure
0.6822
Per class
Kappa
0.2509
KB relative information score
26.9534
Mean absolute error
0.3449
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
0.6778
Per class
Predictive accuracy
0.6903
Prior entropy
0.9027
Recall
0.6903
Per class
Relative absolute error
0.7961
Root mean prior squared error
0.465
Root mean squared error
0.451
Root relative squared error
0.9701
SciMark benchmark
941.5201