DEVELOPMENT... OpenML
Run
108893

Run 108893

Task 3917 (Supervised Classification) kc1 Uploaded 09-12-2014 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_DecisionStump(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_DecisionStump(2)_I160
weka.AdaBoostM1_DecisionStump(2)_P100
weka.AdaBoostM1_DecisionStump(2)_S1
weka.AdaBoostM1_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.7874
Per class
Build CPU time
1.1696
Build memory
221900357.2157
F measure
0.8161
Per class
Kappa
0.2031
KB relative information score
35.1124
Mean absolute error
0.2135
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8211
Per class
Predictive accuracy
0.8525
Prior entropy
0.622
Recall
0.8525
Per class
Relative absolute error
0.816
Root mean prior squared error
0.3615
Root mean squared error
0.331
Root relative squared error
0.9156
SciMark benchmark
934.2858