DEVELOPMENT... OpenML
Run
162853

Run 162853

Task 3773 (Supervised Classification) fri_c1_1000_10 Uploaded 16-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_DecisionStump(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(2)_C3
weka.MultiBoostAB_DecisionStump(2)_I20
weka.MultiBoostAB_DecisionStump(2)_P100
weka.MultiBoostAB_DecisionStump(2)_S1
weka.MultiBoostAB_DecisionStump(2)_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
0.8662
Per class
F measure
0.785
Per class
Kappa
0.5614
KB relative information score
544.3486
Mean absolute error
0.2259
Mean prior absolute error
0.4918
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
0.7854
Per class
Predictive accuracy
0.786
Prior entropy
0.9882
Recall
0.786
Per class
Relative absolute error
0.4593
Root mean prior squared error
0.4959
Root mean squared error
0.4183
Root relative squared error
0.8436
SciMark benchmark
933.8635
UserCPU time millis
130
UserCPU time millis testing
10
UserCPU time millis training
120