DEVELOPMENT... OpenML
Run
41221

Run 41221

Task 4593 (Supervised Classification) grub-damage Uploaded 29-10-2014 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)_I80
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
0.7151
Per class
Build CPU time
0.1629
Build memory
1193542492.8
F measure
0.7099
Per class
Kappa
0.3219
KB relative information score
464.9676
Mean absolute error
0.2856
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
0.7074
Per class
Predictive accuracy
0.7135
Prior entropy
0.9027
Recall
0.7135
Per class
Relative absolute error
0.6591
Root mean prior squared error
0.465
Root mean squared error
0.5262
Root relative squared error
1.1317
SciMark benchmark
928.3063