DEVELOPMENT... OpenML
Run
153876

Run 153876

Task 3766 (Supervised Classification) fri_c2_1000_25 Uploaded 10-02-2015 by Felicia West
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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
0.9237
Per class
F measure
0.8507
Per class
Kappa
0.696
KB relative information score
570.3073
Mean absolute error
0.2248
Mean prior absolute error
0.4921
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8507
Per class
Predictive accuracy
0.851
Prior entropy
0.9886
Recall
0.851
Per class
Relative absolute error
0.4568
Root mean prior squared error
0.496
Root mean squared error
0.3275
Root relative squared error
0.6603
SciMark benchmark
930.32
UserCPU time millis
140
UserCPU time millis training
140