DEVELOPMENT... OpenML
Run
154034

Run 154034

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 10-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.RealAdaBoost_DecisionStump(1)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.RealAdaBoost_DecisionStump(1)_P100
weka.RealAdaBoost_DecisionStump(1)_H1.0
weka.RealAdaBoost_DecisionStump(1)_S1
weka.RealAdaBoost_DecisionStump(1)_I10
weka.RealAdaBoost_DecisionStump(1)_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.

22 Evaluation measures

Area under ROC curve
0.9978
Per class
F measure
0.9909
Per class
Kappa
0.9217
KB relative information score
12575.0798
Mean absolute error
0.0123
Mean prior absolute error
0.1156
Number of instances
14395
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.991
Per class
Predictive accuracy
0.9908
Prior entropy
0.3338
Recall
0.9908
Per class
Relative absolute error
0.1063
Root mean prior squared error
0.2403
Root mean squared error
0.0886
Root relative squared error
0.3686
SciMark benchmark
930.32
UserCPU time millis
6390
UserCPU time millis testing
20
UserCPU time millis training
6370