DEVELOPMENT... OpenML
Run
40775

Run 40775

Task 4502 (Supervised Classification) socmob 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
0.9681
Per class
Build CPU time
0.89
Build memory
1256113522.8374
F measure
0.9542
Per class
Kappa
0.8666
KB relative information score
9802.3809
Mean absolute error
0.0456
Mean prior absolute error
0.3451
Number of instances
11560
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9541
Per class
Predictive accuracy
0.9543
Prior entropy
0.7637
Recall
0.9543
Per class
Relative absolute error
0.132
Root mean prior squared error
0.4152
Root mean squared error
0.2068
Root relative squared error
0.4981
SciMark benchmark
946.2416