DEVELOPMENT... OpenML
Run
40151

Run 40151

Task 4618 (Supervised Classification) kc2 Uploaded 28-10-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7596
Per class
Build CPU time
3.5975
Build memory
1455955513.6935
F measure
0.8205
Per class
Kappa
0.4281
KB relative information score
2003.9455
Mean absolute error
0.1725
Mean prior absolute error
0.3266
Number of instances
5220
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8167
Per class
Predictive accuracy
0.8285
Prior entropy
0.734
Recall
0.8285
Per class
Relative absolute error
0.5281
Root mean prior squared error
0.4037
Root mean squared error
0.4046
Root relative squared error
1.0024
SciMark benchmark
928.3063