DEVELOPMENT... OpenML
Run
39922

Run 39922

Task 4593 (Supervised Classification) grub-damage Uploaded 28-10-2014 by Felicia West
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Flow

weka.MultiBoostAB_ADTree(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.MultiBoostAB_ADTree(2)_C3
weka.MultiBoostAB_ADTree(2)_P100
weka.MultiBoostAB_ADTree(2)_S1
weka.MultiBoostAB_ADTree(2)_I40
weka.MultiBoostAB_ADTree(2)_Wweka.classifiers.trees.ADTree

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
0.7378
Per class
Build CPU time
0.0946
Build memory
904679537.6826
F measure
0.7239
Per class
Kappa
0.353
KB relative information score
514.4312
Mean absolute error
0.2728
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
0.7213
Per class
Predictive accuracy
0.7284
Prior entropy
0.9027
Recall
0.7284
Per class
Relative absolute error
0.6297
Root mean prior squared error
0.465
Root mean squared error
0.5076
Root relative squared error
1.0917
SciMark benchmark
945.0342