DEVELOPMENT... OpenML
Run
36661

Run 36661

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)_I10
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
0.7464
Per class
Build CPU time
0.039
Build memory
1094627018.3948
F measure
0.7297
Per class
Kappa
0.3655
KB relative information score
540.3748
Mean absolute error
0.2663
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
0.7271
Per class
Predictive accuracy
0.7348
Prior entropy
0.9027
Recall
0.7348
Per class
Relative absolute error
0.6148
Root mean prior squared error
0.465
Root mean squared error
0.4924
Root relative squared error
1.0591
SciMark benchmark
920.6195