DEVELOPMENT... OpenML
Run
164074

Run 164074

Task 3539 (Supervised Classification) prnn_crabs Uploaded 17-02-2015 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)_I80
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
0.9489
Per class
F measure
0.9049
Per class
Kappa
0.81
KB relative information score
152.8093
Mean absolute error
0.1222
Mean prior absolute error
0.5
Number of instances
200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.906
Per class
Predictive accuracy
0.905
Prior entropy
1
Recall
0.905
Per class
Relative absolute error
0.2443
Root mean prior squared error
0.5
Root mean squared error
0.2831
Root relative squared error
0.5662
SciMark benchmark
936.6206
UserCPU time millis
40
UserCPU time millis training
40