DEVELOPMENT... OpenML
Run
153815

Run 153815

Task 3704 (Supervised Classification) kdd_el_nino-small 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
0.9602
Per class
F measure
0.8846
Per class
Kappa
0.7437
KB relative information score
556.5508
Mean absolute error
0.1304
Mean prior absolute error
0.4553
Number of instances
782
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8857
Per class
Predictive accuracy
0.8862
Prior entropy
0.9348
Recall
0.8862
Per class
Relative absolute error
0.2863
Root mean prior squared error
0.4771
Root mean squared error
0.2708
Root relative squared error
0.5676
SciMark benchmark
933.8635
UserCPU time millis
20
UserCPU time millis training
20