DEVELOPMENT... OpenML
Run
153697

Run 153697

Task 3589 (Supervised Classification) fri_c4_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
0.9287
Per class
F measure
0.8641
Per class
Kappa
0.726
KB relative information score
560.7079
Mean absolute error
0.2341
Mean prior absolute error
0.4956
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
0.8643
Per class
Predictive accuracy
0.864
Prior entropy
0.9936
Recall
0.864
Per class
Relative absolute error
0.4724
Root mean prior squared error
0.4978
Root mean squared error
0.3227
Root relative squared error
0.6483
SciMark benchmark
933.8635
UserCPU time millis
110
UserCPU time millis training
110