Run
4128

Run 4128

Task 2178 (Supervised Data Stream Classification) lymph Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8276
Per class
Confusion matrix
F measure
0.7657
Per class
Kappa
0.5441
KB relative information score
102.2991
Mean absolute error
0.1361
Mean prior absolute error
0.375
Number of instances
148
Per class
Precision
0.7876
Per class
Predictive accuracy
0.7568
Prior entropy
2
Ram hours
0
Recall
0.7568
Per class
Relative absolute error
0.363
Root mean prior squared error
0.433
Root mean squared error
0.3148
Root relative squared error
0.7271
Run CPU time
0.0039