DEVELOPMENT... OpenML
Run
118454

Run 118454

Task 257 (Supervised Classification) colic Uploaded 10-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AdaBoostM1_LADTree(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_LADTree(2)_I10
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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
0.7952
Per class
Build CPU time
0.642
Build memory
431469552
F measure
0.7652
Per class
Kappa
0.5262
KB relative information score
65.6094
Mean absolute error
0.2404
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7727
Per class
Predictive accuracy
0.7686
Prior entropy
0.9509
Recall
0.7686
Per class
Relative absolute error
0.4924
Root mean prior squared error
0.505
Root mean squared error
0.4544
Root relative squared error
0.8997
SciMark benchmark
919.5971