DEVELOPMENT... OpenML
Run
153884

Run 153884

Task 3774 (Supervised Classification) fri_c2_250_5 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
0.8907
Per class
F measure
0.8312
Per class
Kappa
0.6564
KB relative information score
134.6541
Mean absolute error
0.2397
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8321
Per class
Predictive accuracy
0.832
Prior entropy
0.9898
Recall
0.832
Per class
Relative absolute error
0.4864
Root mean prior squared error
0.4964
Root mean squared error
0.3586
Root relative squared error
0.7223
SciMark benchmark
930.32
UserCPU time millis
10
UserCPU time millis training
10